arm v1.10-1

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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
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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Details

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

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