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arm

ARM: Data Analysis Using Regression and Multilevel/Hierarchical Models

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Version

Install

install.packages('arm')

Monthly Downloads

38,748

Version

1.14-4

License

GPL (> 2)

Maintainer

YuSung Su

Last Published

April 1st, 2024

Functions in arm (1.14-4)

matching

Single Nearest Neighborhood Matching
readColumns

Function to read data by columns
lalonde

Lalonde Dataset
invlogit

Logistic and Inverse logistic functions
multicomp.plot

Multiple Comparison Plot
fround

Formating the Rounding of Numbers
model.matrixBayes

Construct Design Matrices
mcsamp

Generic Function to Run ‘mcmcsamp()’ in lme4
GO

Function to Recall Last Source File
rescale

Function for Standardizing by Centering and Dividing by 2 sd's
sigma.hat

Extract Residual Errors
sim

Functions to Get Posterior Distributions
traceplot

Trace plot of ‘bugs’ object
triangleplot

Triangle Plot
standardize

Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
se.coef

Extract Standard Errors of Model Coefficients
residual.plot

residual plot for the observed values
extractDIC

Extract AIC and DIC from a ‘mer’ model
corrplot

Correlation Plot
discrete.histogram

Histogram for Discrete Distributions
balance

Functions to compute the balance statistics
bayesglm

Bayesian generalized linear models.
bayespolr

Bayesian Ordered Logistic or Probit Regression
display

Functions for Processing lm, glm, mer, polr and svyglm Output
coefplot

Generic Function for Making Coefficient Plot
binnedplot

Binned Residual Plot
contrast.bayes

Contrast Matrices