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arm (version 1.9-1)
Data Analysis Using Regression and Multilevel/Hierarchical Models
Description
R functions for processing 'lm', 'glm', 'svy.glm', 'merMod' and 'polr' outputs.
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Install
install.packages('arm')
Monthly Downloads
32,496
Version
1.9-1
License
GPL (>= 2)
Maintainer
YuSung Su
Last Published
August 24th, 2016
Functions in arm (1.9-1)
Search all functions
display
Functions for Processing lm, glm, mer, polr and svyglm Output
balance
Functions to compute the balance statistics
contrast.bayes
Contrast Matrices
bayespolr
Bayesian Ordered Logistic or Probit Regression
extractDIC
Extract AIC and DIC from a mer model
binnedplot
Binned Residual Plot
bayesglm
Bayesian generalized linear models.
coefplot
Generic Function for Making Coefficient Plot
readColumns
Function to read data by columns
invlogit
Logistic and Inverse logistic functions
GO
Function to Recall Last Source File
rescale
Function for Standardizing by Centering and Dividing by 2 sd's
model.matrixBayes
Construct Design Matrices
matching
Single Nearest Neighborhood Matching
lalonde
Lalonde Dataset
fround
Formating the Rounding of Numbers
multicomp.plot
Multiple Comparison Plot
residual.plot
residual plot for the observed values
sigma.hat
Extract Residual Errors
mcsamp
Generic Function to Run mcmcsamp() in lme4
triangleplot
Triangle Plot
se.coef
Extract Standard Errors of Model Coefficients
sim
Functions to Get Posterior Distributions
traceplot
Trace plot of bugs object
standardize
Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
corrplot
Correlation Plot
discrete.histogram
Histogram for Discrete Distributions