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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

1.11-2

License

GPL (> 2)

Maintainer

YuSung Su

Last Published

July 27th, 2020

Functions in arm (1.11-2)

bayespolr

Bayesian Ordered Logistic or Probit Regression
coefplot

Generic Function for Making Coefficient Plot
display

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

Single Nearest Neighborhood Matching
binnedplot

Binned Residual Plot
fround

Formating the Rounding of Numbers
GO

Function to Recall Last Source File
mcsamp

Generic Function to Run ‘mcmcsamp()’ in lme4
discrete.histogram

Histogram for Discrete Distributions
bayesglm

Bayesian generalized linear models.
balance

Functions to compute the balance statistics
lalonde

Lalonde Dataset
corrplot

Correlation Plot
readColumns

Function to read data by columns
multicomp.plot

Multiple Comparison Plot
invlogit

Logistic and Inverse logistic functions
model.matrixBayes

Construct Design Matrices
residual.plot

residual plot for the observed values
traceplot

Trace plot of ‘bugs’ object
rescale

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

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

Functions to Get Posterior Distributions
se.coef

Extract Standard Errors of Model Coefficients
sigma.hat

Extract Residual Errors
triangleplot

Triangle Plot
contrast.bayes

Contrast Matrices
extractDIC

Extract AIC and DIC from a ‘mer’ model