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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

37,730

Version

1.13-1

License

GPL (> 2)

Maintainer

YuSung Su

Last Published

August 28th, 2022

Functions in arm (1.13-1)

discrete.histogram

Histogram for Discrete Distributions
bayespolr

Bayesian Ordered Logistic or Probit Regression
contrast.bayes

Contrast Matrices
binnedplot

Binned Residual Plot
matching

Single Nearest Neighborhood Matching
coefplot

Generic Function for Making Coefficient Plot
mcsamp

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

Bayesian generalized linear models.
sigma.hat

Extract Residual Errors
readColumns

Function to read data by columns
rescale

Function for Standardizing by Centering and Dividing by 2 sd's
sim

Functions to Get Posterior Distributions
residual.plot

residual plot for the observed values
multicomp.plot

Multiple Comparison Plot
model.matrixBayes

Construct Design Matrices
lalonde

Lalonde Dataset
fround

Formating the Rounding of Numbers
se.coef

Extract Standard Errors of Model Coefficients
standardize

Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
invlogit

Logistic and Inverse logistic functions
traceplot

Trace plot of ‘bugs’ object
triangleplot

Triangle Plot
GO

Function to Recall Last Source File
extractDIC

Extract AIC and DIC from a ‘mer’ model
display

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

Correlation Plot
balance

Functions to compute the balance statistics