Package: imt 1.0.0.9000

Ignacio Martinez

imt: Impact Measurement Toolkit

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>.

Authors:Ignacio Martinez [aut, cre]

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imt.pdf |imt.html✨
imt/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/google/imt/issues

On CRAN:

18 exports 2 stars 1.08 score 121 dependencies 3 scripts

Last updated 15 days agofrom:47bf84eaf8. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:%>%balancePlotblmcalculateEffectSizescheckBaselinecleanDatacountMissingcreateDatacredibleIntervalfitgetStanParameterhedgesGlogitmcmcChecksmetaAnalysisnegativeBinomialrandomizerandomizer

Dependencies:abindbackportsbase64encbayesplotBHbslibcachemcallrcaretcheckmateclasscliclockcodetoolscolorspacecpp11data.tabledescdiagramdigestdistributionaldplyre1071evaluatefansifarverfastmapfontawesomeforeachfsfuturefuture.applygenericsggplot2ggridgesglobalsgluegowergridExtragtablehardhathighrhtmltoolshtmlwidgetsinlineipredisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelavalifecyclelistenvloolubridatemagrittrMASSMatrixmatrixStatsmemoisemgcvmimeModelMetricsmunsellnlmennetnumDerivparallellypillarpkgbuildpkgconfigplyrposteriorpROCprocessxprodlimprogressrproxypspurrrQuickJSRR6rappdirsRColorBrewerRcppRcppEigenRcppParallelrecipesreshape2rlangrmarkdownrpartrstanrstantoolssassscalesshapeSQUAREMStanHeadersstringistringrsurvivaltensorAtibbletidyrtidyselecttimechangetimeDatetinytextzdbutf8vctrsviridisLitevizdrawswithrxfunyaml