arm: Data Analysis Using Regression and Multilevel/Hierarchical Models
Version 1.9-3

Functions to accompany A. Gelman and J. Hill, Data Analysis Using Regression and Multilevel/Hierarchical Models, Cambridge University Press, 2007.

AuthorAndrew Gelman [aut], Yu-Sung Su [aut, cre], Masanao Yajima [ctb], Jennifer Hill [ctb], Maria Grazia Pittau [ctb], Jouni Kerman [ctb], Tian Zheng [ctb], Vincent Dorie [ctb]
Date of publication2016-11-24 11:30:54
MaintainerYu-Sung Su <suyusung@tsinghua.edu.cn>
LicenseGPL (>= 3)
Version1.9-3
URL https://CRAN.R-project.org/package=arm
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("arm", repos="http://R-Forge.R-project.org")

Popular man pages

binnedplot: Binned Residual Plot
coefplot: Generic Function for Making Coefficient Plot
corrplot: Correlation Plot
display: Functions for Processing lm, glm, mer, polr and svyglm Output
residual.plot: residual plot for the observed values
se.coef: Extract Standard Errors of Model Coefficients
standardize: Function for Standardizing Regression Predictors by Centering...
See all...

All man pages Function index File listing

Man pages

balance: Functions to compute the balance statistics
bayesglm: Bayesian generalized linear models.
bayespolr: Bayesian Ordered Logistic or Probit Regression
binnedplot: Binned Residual Plot
coefplot: Generic Function for Making Coefficient Plot
contrasts.bayes: Contrast Matrices
corrplot: Correlation Plot
discrete.histogram: Histogram for Discrete Distributions
display: Functions for Processing lm, glm, mer, polr and svyglm Output
extractDIC.mer: Extract AIC and DIC from a 'mer' model
fround: Formating the Rounding of Numbers
go: Function to Recall Last Source File
invlogit: Logistic and Inverse logistic functions
lalonde: Lalonde Dataset
matching: Single Nearest Neighborhood Matching
mcsamp: Generic Function to Run 'mcmcsamp()' in lme4
model.matrixBayes: Construct Design Matrices
multicomp.plot: Multiple Comparison Plot
readColumns: Function to read data by columns
rescale: Function for Standardizing by Centering and Dividing by 2...
residual.plot: residual plot for the observed values
se.coef: Extract Standard Errors of Model Coefficients
sigma.hat: Extract Residual Errors
sim: Functions to Get Posterior Distributions
standardize: Function for Standardizing Regression Predictors by Centering...
traceplot: Trace plot of 'bugs' object
triangleplot: Triangle Plot

Functions

G Man page
GO-class Man page
as.matrix.VarCorr Source code
balance Man page Source code
balance-class Man page
bayesglm Man page Source code
bayesglm-class Man page
bayesglm.fit Man page Source code
bayesglm.h-class Man page
bayespolr Man page Source code
bayespolr-class Man page
binned.resids Man page Source code
binnedplot Man page Source code
coef.sim Man page Source code
coef.sim.merMod Man page Source code
coef.sim.polr Man page Source code
coefplot Man page
coefplot,bugs-method Man page
coefplot,glm-method Man page
coefplot,lm-method Man page
coefplot,numeric-method Man page
coefplot,polr-method Man page
coefplot.default Man page Source code
contr.bayes.ordered Man page Source code
contr.bayes.unordered Man page Source code
corrplot Man page Source code
dgumbel Source code
discrete.hist Man page
discrete.histogram Man page Source code
display Man page
display,bayesglm-method Man page
display,bayesglm.h-method Man page
display,glm-method Man page
display,lm-method Man page
display,merMod-method Man page
display,polr-method Man page
display,svyglm-method Man page
dwish Source code
extractAIC.merMod Man page
extractDIC Man page Source code
extractDIC.merMod Man page Source code
fitted.sim.merMod Man page Source code
fixef.sim.merMod Man page Source code
fround Man page Source code
getQr Source code
go Man page Source code
invlogit Man page Source code
lalonde Man page
logit Man page Source code Source code
matching Man page Source code
mcplot Man page
mcsamp Man page
mcsamp,glmer-method Man page
mcsamp,merMod-method Man page
mcsamp.default Man page Source code
model.matrixBayes Man page Source code
multicomp.plot Man page Source code
onAttach Source code
pfround Man page Source code
pgumbel Source code
plot.balance Man page Source code
predict.bayesglm Man page Source code
predictLM Source code
print,bayesglm-method Man page
print,bayesglm.h-method Man page
print,bayespolr-method Man page
print.GO Source code
print.balance Man page Source code
pvalue Source code
ranef.sim.merMod Man page Source code
read.columns Man page Source code
rescale Man page Source code
residual.plot Man page Source code
rwish Source code
s.significant Source code
sd.scalar Source code
se.coef Man page
se.coef,glm-method Man page
se.coef,lm-method Man page
se.coef,merMod-method Man page
se.fixef Man page Source code
se.ranef Man page Source code
show,bayesglm-method Man page
show,bayesglm.h-method Man page
show,bayespolr-method Man page
sigma.hat Man page Source code
sigma.hat.glm Man page Source code
sigma.hat.lm Man page Source code
sigma.hat.merMod Man page Source code
sigma.hat.sim Man page Source code
sigma.hat.sim.merMod Man page Source code
sim Man page
sim,glm-method Man page
sim,lm-method Man page
sim,merMod-method Man page
sim,polr-method Man page
sim-class Man page
sim.merMod-class Man page
standardize Man page
standardize,glm-method Man page
standardize,lm-method Man page
standardize,merMod-method Man page
standardize,polr-method Man page
standardize.default Source code
traceplot Man page
traceplot,bugs-method Man page
traceplot,mcmc.list-method Man page
traceplot.default Man page
triangleplot Man page Source code
untriangle Source code
weights.default Source code
wmean Source code

Files

CHANGELOG
DESCRIPTION
NAMESPACE
R
R/AllClass.R
R/AllGeneric.R
R/AllInternal.R
R/balance.R
R/bayesglm.R
R/bayesglm.h.R
R/bayespolr.R
R/binnedplot.R
R/coef.R
R/coefplot.R
R/contrasts.bayes.R
R/corrplot.R
R/discrete.histogram.R
R/display.R
R/extractDIC.R
R/fitted.R
R/fround.R
R/go.R
R/invlogit.R
R/load.first.R
R/matching.R
R/mcsamp.R
R/model.matrixBayes.R
R/multicomp.plot.R
R/readColumns.R
R/rescale.R
R/residual.plot.R
R/se.coef.R
R/sigma.hat.R
R/sim.R
R/simmer.R
R/standardize.R
R/traceplot.R
R/triangleplot.R
data
data/lalonde.rda
man
man/balance.Rd
man/bayesglm.Rd
man/bayespolr.Rd
man/binnedplot.Rd
man/coefplot.Rd
man/contrasts.bayes.Rd
man/corrplot.Rd
man/discrete.histogram.Rd
man/display.Rd
man/extractDIC.mer.Rd
man/fround.Rd
man/go.Rd
man/invlogit.Rd
man/lalonde.Rd
man/matching.Rd
man/mcsamp.Rd
man/model.matrixBayes.Rd
man/multicomp.plot.Rd
man/readColumns.Rd
man/rescale.Rd
man/residual.plot.Rd
man/se.coef.Rd
man/sigma.hat.Rd
man/sim.Rd
man/standardize.Rd
man/traceplot.Rd
man/triangleplot.Rd
arm documentation built on May 21, 2017, 1:26 a.m.

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