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ClinicalUtilityRecal

Recalibration Methods for Improved Clinical Utility of Risk Scores

v0.1.0 · Apr 15, 2020 · GPL-2

Description

Recalibrate risk scores (predicting binary outcomes) to improve clinical utility of risk score using weighted logistic or constrained logistic recalibration methods. Additionally, produces plots to assess the potential for recalibration to improve the clinical utility of a risk model. Methods are described in detail in Mishra, A. (2019) "Methods for Risk Markers that Incorporate Clinical Utility" <http://hdl.handle.net/1773/44068>.

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r-devel-linux-x86_64-debian-clang NOTE
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Check details (16 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Anu Mishra <anmishra@uw.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Anu",
                    family = "Mishra",
                    role = c("aut", "cre"),
                    email = "anmishra@uw.edu")
as necessary.
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Anu Mishra <anmishra@uw.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Anu",
                    family = "Mishra",
                    role = c("aut", "cre"),
                    email = "anmishra@uw.edu")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                     ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                                                                           ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvReptWtTuning.Rd:33: Lost braces; missing escapes or markup?
    33 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                          ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                  ^
checkRd: (-1) cvWtTuning.Rd:28: Lost braces; missing escapes or markup?
    28 |   Parameter to be selected via cross-validation. Can be either \eqn{delta} the weight assigned to observations outside the clinically relevant region [R_{l},R_{u}], or the \eqn{lambda} tuning parameter controlling exponential decay within the clinically relevant region [R_{l},R_{u}]}
       |                                                                                                                                                                                                                                                                                        ^

Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Anu Mishra <anmishra@uw.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Anu",
                    family = "Mishra",
                    role = c("aut", "cre"),
                    email = "anmishra@uw.edu")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Anu Mishra <anmishra@uw.edu>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Anu",
                    family = "Mishra",
                    role = c("aut", "cre"),
                    email = "anmishra@uw.edu")
as necessary.
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) RAWgrid.Rd:58: Lost braces
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases are inside RAW interval [R_{l},R_{u}], cross-validation procedure may not be stable, so this warning indicates RAW interval should widen to include more cases.}
       |                                                      ^
checkRd: (-1) RAWgrid.Rd:58: Lost braces; missing escapes or markup?
    58 | {Event rate outside RAW interval, widen RAW interval}{If no or too cases a

Dependency Network

Dependencies Reverse dependencies lattice caret ggplot2 cowplot nloptr ClinicalUtilityRecal

Version History

new 0.1.0 Mar 10, 2026