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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

31,122

Version

1.10-1

License

GPL (>= 3)

Maintainer

YuSung Su

Last Published

April 13th, 2018

Functions in arm (1.10-1)

binnedplot

Binned Residual Plot
contrast.bayes

Contrast Matrices
readColumns

Function to read data by columns
balance

Functions to compute the balance statistics
fround

Formating the Rounding of Numbers
GO

Function to Recall Last Source File
corrplot

Correlation Plot
bayesglm

Bayesian generalized linear models.
discrete.histogram

Histogram for Discrete Distributions
rescale

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

Logistic and Inverse logistic functions
lalonde

Lalonde Dataset
triangleplot

Triangle Plot
display

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

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

Trace plot of ‘bugs’ object
extractDIC

Extract AIC and DIC from a ‘mer’ model
model.matrixBayes

Construct Design Matrices
multicomp.plot

Multiple Comparison Plot
sigma.hat

Extract Residual Errors
sim

Functions to Get Posterior Distributions
se.coef

Extract Standard Errors of Model Coefficients
residual.plot

residual plot for the observed values
bayespolr

Bayesian Ordered Logistic or Probit Regression
mcsamp

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

Single Nearest Neighborhood Matching
coefplot

Generic Function for Making Coefficient Plot