R: Data Analysis Using Regression and Multilevel/Hierarchical Models

# Data Analysis Using Regression and Multilevel/Hierarchical Models

## Documentation for package ‘arm’ version 1.9-3

- DESCRIPTION file.

## Help Pages

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