Mediation Analysis with Missing Data Using Bootstrap

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Documentation for package ‘bmem’ version 2.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

bmem-package	Mediation analysis with missing data using bootstrap
bmem	Mediation analysis based on bootstrap
bmem.bs	Bootstrap but using the Bollen-Stine method
bmem.ci.bc	Bias-corrected confidence intervals
bmem.ci.bc1	Bias-corrected confidence intervals (for a single variable)
bmem.ci.bca	Bias-corrected and accelerated confidence intervals
bmem.ci.bca1	BCa for a single variable
bmem.ci.norm	Confidence interval based on normal approximation
bmem.ci.p	Percentile confidence interval
bmem.cov	Calculate the covariance matrix based on a given ram model
bmem.em	Estimate a mediation model based on EM covariance matrix
bmem.em.boot	Bootstrap for EM
bmem.em.cov	Covariance matrix from EM
bmem.em.jack	Jackknife estimate using EM
bmem.em.rcov	Estimation of robust covariance matrix
bmem.list	Estimate a mediaiton model based on listwise deletion
bmem.list.boot	Bootstrap for listwise deletion method
bmem.list.cov	Covariance matrix for listwise deletion
bmem.list.jack	Jackknife for listwise deletion
bmem.mi	Estimate a mediation model based on multiple imputation
bmem.mi.boot	Bootstrap for multiple imputation
bmem.mi.cov	Covariance estimation for multiple imputation
bmem.mi.jack	Jackknife for multiple imputation
bmem.moments	Calculate the moments of a data set
bmem.pair	Estimate a mediaiton model based on pairwise deletion
bmem.pair.boot	Bootstrap for pairwise deletion
bmem.pair.cov	Covariance matrix estimation based on pairwise deletion
bmem.pair.jack	Jackknife for pairwise deletion
bmem.pattern	Obtain missing data pattern information
bmem.plot	Plot of the bootstrap distribution. This function is replaced by plot.
bmem.raw2cov	Convert a raw moment matrix to covariance matrix
bmem.sem	Estimate a mediaiton model using SEM technique
bmem.sobel	Mediation analysis using sobel test (for complete data only)
bmem.sobel.ind	Mediation analysis using sobel test for one indirect effect
bmem.ssq	Sum square of a matrix
bmem.v	Select data according to a vector of indices
plot	Plot of the bootstrap distribution
plot.bmem	Plot of the bootstrap distribution
popPar	Get the population parameter values
power.basic	Conducting power analysis based on Sobel test
power.boot	Conducting power analysis based on bootstrap
power.curve	Generate a power curve
summary	Calculate bootstrap confidence intervals
summary.bmem	Calculate bootstrap confidence intervals
summary.power	Organize the results into a table