Package: clarify 0.2.1

Noah Greifer

clarify: Simulation-Based Inference for Regression Models

Performs simulation-based inference as an alternative to the delta method for obtaining valid confidence intervals and p-values for regression post-estimation quantities, such as average marginal effects and predictions at representative values. This framework for simulation-based inference is especially useful when the resulting quantity is not normally distributed and the delta method approximation fails. The methodology is described in King, Tomz, and Wittenberg (2000) <doi:10.2307/2669316>. 'clarify' is meant to replace some of the functionality of the archived package 'Zelig'; see the vignette "Translating Zelig to clarify" for replicating this functionality.

Authors:Noah Greifer [aut, cre], Steven Worthington [aut], Stefano Iacus [aut], Gary King [aut]

clarify_0.2.1.tar.gz
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clarify.pdf |clarify.html
clarify/json (API)
NEWS

# Install 'clarify' in R:
install.packages('clarify', repos = c('https://iqss.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/iqss/clarify/issues

On CRAN:

5.95 score 22 stars 37 scripts 1.1k downloads 6 exports 41 dependencies

Last updated 6 months agofrom:ab7e624ba3. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 27 2024
R-4.5-winOKSep 27 2024
R-4.5-linuxOKOct 27 2024
R-4.4-winOKOct 27 2024
R-4.4-macOKOct 27 2024
R-4.3-winNOTEOct 27 2024
R-4.3-macNOTEOct 27 2024

Exports:misimsimsim_adrfsim_amesim_applysim_setx

Dependencies:backportsBHcheckmatechkclicolorspacedata.tablefansifarvergenericsggplot2gluegtableinsightisobandlabelinglatticelifecyclemagrittrmarginaleffectsMASSMatrixmgcvmunsellmvnfastnlmepbapplypillarpkgconfigR6RColorBrewerRcppRcppArmadilloRcppEigenrlangscalestibbleutf8vctrsviridisLitewithr

clarify

Rendered fromclarify.Rmdusingknitr::rmarkdownon Oct 27 2024.

Last update: 2023-09-19
Started: 2022-12-21

Translating Zelig to clarify

Rendered fromZelig.Rmdusingknitr::rmarkdownon Oct 27 2024.

Last update: 2023-05-03
Started: 2022-12-14