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pprof

Modeling, Standardization and Testing for Provider Profiling

v1.0.3 · Feb 9, 2026 · MIT + file LICENSE

Description

Implements linear and generalized linear models for provider profiling, incorporating both fixed and random effects. For large-scale providers, the linear profiled-based method and the SerBIN method for binary data reduce the computational burden. Provides post-modeling features, such as indirect and direct standardization measures, hypothesis testing, confidence intervals, and post-estimation visualization. For more information, see Wu et al. (2022) <doi:10.1002/sim.9387>.

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  installed size is  7.1Mb
  sub-directories of 1Mb or more:
    libs   5.9Mb
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NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  6.8Mb
  sub-directories of 1Mb or more:
    libs   5.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  7.1Mb
  sub-directories of 1Mb or more:
    libs   5.9Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.

Dependency Network

Dependencies Reverse dependencies Rcpp RcppParallel caret olsrr pROC poibin dplyr ggplot2 Matrix lme4 magrittr scales tibble rlang tidyselect +1 more dependencies pprof

Version History

new 1.0.3 Mar 9, 2026