arm v1.10-1

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by YuSung Su View Source

Data Analysis Using Regression and Multilevel/Hierarchical Models

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

ARM: Data Analysis Using Regression and Multilevel/Hierarchical Models

Name	Description
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
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Date	2018-4-12
BugReports	https://github.com/suyusung/arm/issues/
URL	https://CRAN.R-project.org/package=arm
License	GPL (>= 3)
NeedsCompilation	no
Packaged	2018-04-13 05:56:24 UTC; yusung
Repository	CRAN
Date/Publication	2018-04-13 06:43:04 UTC

imports	abind , coda , graphics , grDevices , methods , nlme , utils
depends	lme4 (>= 1.0) , MASS , Matrix (>= 1.0) , R (>= 3.1.0) , stats
Contributors	Maria Grazia Pittau, Jouni Kerman, Tian Zheng, Masanao Yajima, Jennifer Hill, originally as R2WinBUGS by Andrew Gelman, Vincent Dorie