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betaMC  

Monte Carlo for Regression Effect Sizes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("betaMC", "1.3.3")



Attach the package and use:
library("betaMC")
Maintained by
Ivan Jacob Agaloos Pesigan
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-01-09
Latest Update: 2024-04-14
Description:
Generates Monte Carlo confidence intervals for standardized regression coefficients (beta) and other effect sizes, including multiple correlation, semipartial correlations, improvement in R-squared, squared partial correlations, and differences in standardized regression coefficients, for models fitted by lm(). 'betaMC' combines ideas from Monte Carlo confidence intervals for the indirect effect (Pesigan and Cheung, 2023 ) and the sampling covariance matrix of regression coefficients (Dudgeon, 2017 ) to generate confidence intervals effect sizes in regression.
How to cite:
Ivan Jacob Agaloos Pesigan (2023). betaMC: Monte Carlo for Regression Effect Sizes. R package version 1.3.3, https://cran.r-project.org/web/packages/betaMC. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 07:21), 1.0.0 (2023-01-09 11:00), 1.2.0 (2023-04-13 13:30), 1.3.0 (2023-08-23 02:00), 1.3.1 (2023-10-15 04:22), 1.3.2 (2024-04-14 20:00), 1.3.3 (2025-10-19 20:00)
Other packages that cited betaMC R package
View betaMC citation profile
Other R packages that betaMC depends, imports, suggests or enhances
Complete documentation for betaMC
Functions, R codes and Examples using the betaMC R package
Some associated functions: BetaMC . DeltaRSqMC . DiffBetaMC . MC . MCMI . PCorMC . RSqMC . SCorMC . betaMC-package . coef.betamc . confint.betamc . nas1982 . print.betamc . print.mc . summary.betamc . summary.mc . vcov.betamc . 
Some associated R codes: betaMC-beta-ci-dot.R . betaMC-beta-mc.R . betaMC-ci-dot.R . betaMC-cov-dot.R . betaMC-cov-mvn-dot.R . betaMC-delta-r-sq-mc.R . betaMC-diff-beta-mc.R . betaMC-j.R . betaMC-mc-bias.R . betaMC-mc-dot.R . betaMC-mc-mi.R . betaMC-mc-rmse.R . betaMC-mc-theta-hat-dot.R . betaMC-mc-var.R . betaMC-mc.R . betaMC-methods-beta-mc.R . betaMC-methods-mc.R . betaMC-methods.R . betaMC-p-cor-mc.R . betaMC-package.R . betaMC-pcci-dot.R . betaMC-r-sq-mc.R . betaMC-s-cor-mc.R . betaSandwich-acov-hc-dot.R . betaSandwich-acov-mvn-dot.R . betaSandwich-acov-sem-inverse-dot.R . betaSandwich-cov-hc-dot.R . betaSandwich-gamma-hc-dot.R . betaSandwich-nas1982.R . betaSandwich-process-lm-dot.R . betaSandwich-q-mat-dot.R . dataSets-nas1982.R . gammaADF-gamma-adf-consistent-dot.R . gammaADF-gamma-adf-unbiased-dot.R . gammaN-gamma-mvn-dot.R . linearAlgebra-d-mat-dot.R . linearAlgebra-d-of-mat-dot.R . linearAlgebra-pinv-of-d-mat-dot.R . linearAlgebra-positive-definite-2-test-dot.R . linearAlgebra-positive-definite-test-dot.R . linearAlgebra-sym-of-vech-dot.R . linearAlgebra-vec-dot.R . linearAlgebra-vech-dot.R . linearAlgebra-vech-names-dot.R . miHelper-ariv-dot.R . miHelper-mi-combine-dot.R . miHelper-total-adj-dot.R . nBootstrap-ci-format-dot.R . nBootstrap-pc-ci-dot.R . nBootstrap-pc-probs-dot.R . processLM-dif-dot.R . processLM-process-lm-dot.R . randomGaussian-location-dot.R . randomGaussian-random-gaussian-chol-dot.R . randomGaussian-random-gaussian-eigen-dot.R . randomGaussian-random-gaussian-svd-dot.R . randomGaussian-random-gaussian-z-dot.R . rhoMatrix-rho-of-sigma-dot.R . semmcci-theta-hat-star-dot.R . strRegression-beta-star-dot.R . strRegression-beta-star-of-rho-dot.R . strRegression-jacobian-vech-sigma-wrt-theta-dot.R . strRegression-moments-index-dot.R . strRegression-p-cor-sq-dot.R . strRegression-r-sq-bar-dot.R . strRegression-r-sq-of-sigma-dot.R . strRegression-s-p-cor-dot.R . strRegression-sigma-y-sq-dot.R . strRegression-sigma-yx-dot.R . strRegression-theta-index-dot.R .  Full betaMC package functions and examples
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