Other packages > Find by keyword >

clarify  

Simulation-Based Inference for Regression Models
View on CRAN: Click here


Download and install clarify package within the R console
Install from CRAN:
install.packages("clarify")

Install from Github:
library("remotes")
install_github("cran/clarify")

Install by package version:
library("remotes")
install_version("clarify", "0.2.3")



Attach the package and use:
library("clarify")
Maintained by
Noah Greifer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-01-25
Latest Update: 2024-05-30
Description:
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) . '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.
How to cite:
Noah Greifer (2023). clarify: Simulation-Based Inference for Regression Models. R package version 0.2.3, https://cran.r-project.org/web/packages/clarify. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:26), 0.1.0 (2023-01-25 11:10), 0.1.1 (2023-02-03 14:22), 0.1.2 (2023-02-22 16:40), 0.1.3 (2023-05-04 08:50), 0.2.0 (2023-09-21 22:10), 0.2.1 (2024-05-30 18:50), 0.2.2 (2025-09-20 01:40)
Other packages that cited clarify R package
View clarify citation profile
Other R packages that clarify depends, imports, suggests or enhances
Complete documentation for clarify
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

personalized2part  
Two-Part Estimation of Treatment Rules for Semi-Continuous Data
Implements the methodology of Huling, Smith, and Chen (2020) , w ...
Download / Learn more Package Citations See dependency  
GEVcdn  
GEV Conditional Density Estimation Network
Implements a flexible nonlinear modelling framework for nonstationary generalized extreme value anal ...
Download / Learn more Package Citations See dependency  
fastRG  
Sample Generalized Random Dot Product Graphs in Linear Time
Samples generalized random product graphs, a generalization of a broad class of network models. Giv ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA