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imt

Impact Measurement Toolkit

v1.0.0 · Sep 2, 2024 · Apache License (>= 2.0)
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Description

A toolkit for causal inference in experimental and observational studies. Implements various simple Bayesian models including linear, negative binomial, and logistic regression for impact estimation. Provides functionality for randomization and checking baseline equivalence in experimental designs. The package aims to simplify the process of impact measurement for researchers and analysts across different fields. Examples and detailed usage instructions are available at <https://book.martinez.fyi>.

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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 (17 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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-linux-x86_64-debian-gcc

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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-linux-x86_64-fedora-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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-linux-x86_64-fedora-gcc

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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-macos-arm64

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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-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:
    'blm.R' 'checkBaseline.R' 'cleaning.R' 'countMissing.R'
    'getStanParameter.R' 'logit.R' 'negativeBionomial.R'
NOTE r-oldrel-macos-arm64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 93.2Mb
  sub-directories of 1Mb or more:
    libs  92.5Mb
NOTE r-oldrel-macos-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 82.8Mb
  sub-directories of 1Mb or more:
    libs  82.1Mb
NOTE r-oldrel-windows-x86_64

for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  5.0Mb
  sub-directories of 1Mb or more:
    libs   4.3Mb
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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-release-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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-release-macos-arm64

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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.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:
    'blm.R' 'checkBaseline.R' 'cleaning.R' 'countMissing.R'
    'getStanParameter.R' 'logit.R' 'negativeBionomial.R'

Check History

NOTE 0 OK · 14 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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-linux-x86_64-debian-gcc

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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-linux-x86_64-fedora-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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-linux-x86_64-fedora-gcc

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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-macos-arm64

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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-devel-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:
    'blm.R' 'checkBaseline.R' 'cleaning.R' 'countMissing.R'
    'getStanParameter.R' 'logit.R' 'negativeBionomial.R'
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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-release-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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
NOTE r-release-macos-arm64

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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.R’
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:
    ‘blm.R’ ‘checkBaseline.R’ ‘cleaning.R’ ‘countMissing.R’
    ‘getStanParameter.R’ ‘logit.R’ ‘negativeBionomial.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:
    'blm.R' 'checkBaseline.R' 'cleaning.R' 'countMissing.R'
    'getStanParameter.R' 'logit.R' 'negativeBionomial.R'
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 93.2Mb
  sub-directories of 1Mb or more:
    libs  92.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 82.8Mb
  sub-directories of 1Mb or more:
    libs  82.1Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  5.0Mb
  sub-directories of 1Mb or more:
    libs   4.3Mb

Dependency Network

Dependencies Reverse dependencies R6 bayesplot caret dplyr ggplot2 glue magrittr Rcpp RcppParallel rlang rstan rstantools tibble tidyr vizdraws +3 more dependencies imt

Version History

new 1.0.0 Mar 9, 2026