Data Analysis Using Regression and Multilevel/Hierarchical Models


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Documentation for package ‘arm’ version 1.12-2

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