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arm
ARM: Data Analysis Using Regression and Multilevel/Hierarchical Models
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Install
install.packages('arm')
Monthly Downloads
35,382
Version
1.12-2
License
GPL (> 2)
Maintainer
YuSung Su
Last Published
October 15th, 2021
Functions in arm (1.12-2)
Search functions
coefplot
Generic Function for Making Coefficient Plot
extractDIC
Extract AIC and DIC from a ‘mer’ model
binnedplot
Binned Residual Plot
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
corrplot
Correlation Plot
discrete.histogram
Histogram for Discrete Distributions
bayesglm
Bayesian generalized linear models.
invlogit
Logistic and Inverse logistic functions
lalonde
Lalonde Dataset
model.matrixBayes
Construct Design Matrices
matching
Single Nearest Neighborhood Matching
readColumns
Function to read data by columns
multicomp.plot
Multiple Comparison Plot
fround
Formating the Rounding of Numbers
residual.plot
residual plot for the observed values
rescale
Function for Standardizing by Centering and Dividing by 2 sd's
sigma.hat
Extract Residual Errors
se.coef
Extract Standard Errors of Model Coefficients
triangleplot
Triangle Plot
GO
Function to Recall Last Source File
standardize
Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
mcsamp
Generic Function to Run ‘mcmcsamp()’ in lme4
traceplot
Trace plot of ‘bugs’ object
sim
Functions to Get Posterior Distributions