arm: Data Analysis Using Regression and Multilevel/Hierarchical Models

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

Author
Andrew 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 publication
2016-11-24 11:30:54
Maintainer
Yu-Sung Su <suyusung@tsinghua.edu.cn>
License
GPL (>= 3)
Version
1.9-3
URLs

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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

Files in this package

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