Description
Performs valid statistical inference on predicted data (IPD) using recent methods, where for a subset of the data, the outcomes have been predicted by an algorithm. Provides a wrapper function with specified defaults for the type of model and method to be used for estimation and inference. Further provides methods for tidying and summarizing results. Salerno et al., (2025) <doi:10.1093/bioinformatics/btaf055>.
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CRAN Check Status
4
NOTE
10
OK
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | NOTE |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| 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
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘calc_lhat_glm.Rd’ ‘ipd.R’ ‘logistic_get_stats.Rd’ ‘ols_get_stats.Rd’
‘postpi_analytic_ols.Rd’ ‘postpi_boot_logistic.Rd’
‘postpi_boot_ols.Rd’ ‘ppi_logistic.Rd’ ‘ppi_mean.Rd’ ‘ppi_ols.R’
‘ppi_ols.Rd’ ‘ppi_plusplus_logistic.Rd’
‘ppi_plusplus_logistic_est.Rd’ ‘ppi_plusplus_mean.Rd’
‘ppi_plusplus_mean_est.Rd’ ‘ppi_plusplus_ols.Rd’
‘ppi_plusplus_ols_est.Rd’ ‘ppi_plusplus_quantile.Rd’
‘ppi_plusplus_quantile_est.Rd’ ‘ppi_quantile.Rd’ ‘pspa_logistic.Rd’
‘pspa_mean.Rd’ ‘pspa_ols.Rd’ ‘pspa_poisson.Rd’ ‘pspa_quantile.Rd’
‘simdat.R’
OK
r-devel-linux-x86_64-debian-gcc
*
OK
r-devel-linux-x86_64-fedora-clang
*
OK
r-devel-linux-x86_64-fedora-gcc
*
OK
r-devel-macos-arm64
*
OK
r-devel-windows-x86_64
*
OK
r-oldrel-macos-arm64
*
OK
r-oldrel-macos-x86_64
*
OK
r-oldrel-windows-x86_64
*
NOTE
r-patched-linux-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘calc_lhat_glm.Rd’ ‘ipd.R’ ‘logistic_get_stats.Rd’ ‘ols_get_stats.Rd’
‘postpi_analytic_ols.Rd’ ‘postpi_boot_logistic.Rd’
‘postpi_boot_ols.Rd’ ‘ppi_logistic.Rd’ ‘ppi_mean.Rd’ ‘ppi_ols.R’
‘ppi_ols.Rd’ ‘ppi_plusplus_logistic.Rd’
‘ppi_plusplus_logistic_est.Rd’ ‘ppi_plusplus_mean.Rd’
‘ppi_plusplus_mean_est.Rd’ ‘ppi_plusplus_ols.Rd’
‘ppi_plusplus_ols_est.Rd’ ‘ppi_plusplus_quantile.Rd’
‘ppi_plusplus_quantile_est.Rd’ ‘ppi_quantile.Rd’ ‘pspa_logistic.Rd’
‘pspa_mean.Rd’ ‘pspa_ols.Rd’ ‘pspa_poisson.Rd’ ‘pspa_quantile.Rd’
‘simdat.R’
OK
r-release-linux-x86_64
*
OK
r-release-macos-arm64
*
NOTE
r-release-macos-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘ipd.R’ ‘ppi_ols.R’ ‘simdat.R’
NOTE
r-release-windows-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
'calc_lhat_glm.Rd' 'ipd.R' 'logistic_get_stats.Rd' 'ols_get_stats.Rd'
'postpi_analytic_ols.Rd' 'postpi_boot_logistic.Rd'
'postpi_boot_ols.Rd' 'ppi_logistic.Rd' 'ppi_mean.Rd' 'ppi_ols.R'
'ppi_ols.Rd' 'ppi_plusplus_logistic.Rd'
'ppi_plusplus_logistic_est.Rd' 'ppi_plusplus_mean.Rd'
'ppi_plusplus_mean_est.Rd' 'ppi_plusplus_ols.Rd'
'ppi_plusplus_ols_est.Rd' 'ppi_plusplus_quantile.Rd'
'ppi_plusplus_quantile_est.Rd' 'ppi_quantile.Rd' 'pspa_logistic.Rd'
'pspa_mean.Rd' 'pspa_ols.Rd' 'pspa_poisson.Rd' 'pspa_quantile.Rd'
'simdat.R'
Check History
NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘calc_lhat_glm.Rd’ ‘ipd.R’ ‘logistic_get_stats.Rd’ ‘ols_get_stats.Rd’
‘postpi_analytic_ols.Rd’ ‘postpi_boot_logistic.Rd’
‘postpi_boot_ols.Rd’ ‘ppi_logistic.Rd’ ‘ppi_mean.Rd’ ‘ppi_ols.R’
‘ppi_ols.Rd’ ‘ppi_plusplus_logistic.Rd’
‘ppi_plusplus_logistic_est.Rd’ ‘ppi_plusplus_mean.Rd’
‘ppi_plusplus_mean_est.Rd’ ‘ppi_pluspl
NOTE
r-patched-linux-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘calc_lhat_glm.Rd’ ‘ipd.R’ ‘logistic_get_stats.Rd’ ‘ols_get_stats.Rd’
‘postpi_analytic_ols.Rd’ ‘postpi_boot_logistic.Rd’
‘postpi_boot_ols.Rd’ ‘ppi_logistic.Rd’ ‘ppi_mean.Rd’ ‘ppi_ols.R’
‘ppi_ols.Rd’ ‘ppi_plusplus_logistic.Rd’
‘ppi_plusplus_logistic_est.Rd’ ‘ppi_plusplus_mean.Rd’
‘ppi_plusplus_mean_est.Rd’ ‘ppi_pluspl
NOTE
r-release-macos-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
‘ipd.R’ ‘ppi_ols.R’ ‘simdat.R’
NOTE
r-release-windows-x86_64
DESCRIPTION meta-information
Missing dependency on R >= 4.1.0 because package code uses the pipe
|> or function shorthand \(...) syntax added in R 4.1.0.
File(s) using such syntax:
'calc_lhat_glm.Rd' 'ipd.R' 'logistic_get_stats.Rd' 'ols_get_stats.Rd'
'postpi_analytic_ols.Rd' 'postpi_boot_logistic.Rd'
'postpi_boot_ols.Rd' 'ppi_logistic.Rd' 'ppi_mean.Rd' 'ppi_ols.R'
'ppi_ols.Rd' 'ppi_plusplus_logistic.Rd'
'ppi_plusplus_logistic_est.Rd' 'ppi_plusplus_mean.Rd'
'ppi_plusplus_mean_est.Rd' 'ppi_pluspl
Dependency Network
Version History
new
0.4.0
Mar 9, 2026