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pmledecon

Deconvolution Density Estimation using Penalized MLE

v0.2.1 · May 29, 2022 · GPL (>= 3)

Description

Given a sample with additive measurement error, the package estimates the deconvolution density - that is, the density of the underlying distribution of the sample without measurement error. The method maximises the log-likelihood of the estimated density, plus a quadratic smoothness penalty. The distribution of the measurement error can be either a known family, or can be estimated from a "pure error" sample. For known error distributions, the package supports Normal, Laplace or Beta distributed error. For unknown error distribution, a pure error sample independent from the data is used.

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CRAN Check Status

14 NOTE
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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 NOTE
r-release-windows-x86_64 NOTE
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^

Check History

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

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-linux-x86_64-debian-gcc

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-linux-x86_64-fedora-clang

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-linux-x86_64-fedora-gcc

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-macos-arm64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-devel-windows-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-patched-linux-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-release-linux-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-release-macos-arm64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-release-macos-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-release-windows-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-oldrel-macos-arm64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-oldrel-macos-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^
NOTE r-oldrel-windows-x86_64

Rd files

checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                              ^
checkRd: (-1) pmledecon.Rd:113: Lost braces; missing escapes or markup?
   113 |     likelihood less than $10^{-10}$ are replaced by $10^{-10}$.
       |                                                         ^

Reverse Dependencies (1)

imports

Dependency Network

Dependencies Reverse dependencies splitstackshape rmutil DBNMFrank pmledecon

Version History

new 0.2.1 Mar 10, 2026