arm v1.11-2

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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.

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arm

ARM: Data Analysis Using Regression and Multilevel/Hierarchical Models

Functions in arm

Name Description
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
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Details

Date 2020-7-27
BugReports https://github.com/suyusung/arm/issues/
License GPL (> 2)
URL https://CRAN.R-project.org/package=arm
NeedsCompilation no
Packaged 2020-07-26 16:56:30 UTC; suyus
Repository CRAN
Date/Publication 2020-07-27 05:10:29 UTC

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