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arm
ARM: Data Analysis Using Regression and Multilevel/Hierarchical Models
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Install
install.packages('arm')
Monthly Downloads
44,165
Version
1.13-1
License
GPL (> 2)
Maintainer
YuSung Su
Last Published
August 28th, 2022
Functions in arm (1.13-1)
Search functions
discrete.histogram
Histogram for Discrete Distributions
bayespolr
Bayesian Ordered Logistic or Probit Regression
contrast.bayes
Contrast Matrices
binnedplot
Binned Residual Plot
matching
Single Nearest Neighborhood Matching
coefplot
Generic Function for Making Coefficient Plot
mcsamp
Generic Function to Run ‘mcmcsamp()’ in lme4
bayesglm
Bayesian generalized linear models.
sigma.hat
Extract Residual Errors
readColumns
Function to read data by columns
rescale
Function for Standardizing by Centering and Dividing by 2 sd's
sim
Functions to Get Posterior Distributions
residual.plot
residual plot for the observed values
multicomp.plot
Multiple Comparison Plot
model.matrixBayes
Construct Design Matrices
lalonde
Lalonde Dataset
fround
Formating the Rounding of Numbers
se.coef
Extract Standard Errors of Model Coefficients
standardize
Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
invlogit
Logistic and Inverse logistic functions
traceplot
Trace plot of ‘bugs’ object
triangleplot
Triangle Plot
GO
Function to Recall Last Source File
extractDIC
Extract AIC and DIC from a ‘mer’ model
display
Functions for Processing lm, glm, mer, polr and svyglm Output
corrplot
Correlation Plot
balance
Functions to compute the balance statistics