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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
1.11-2
License
GPL (> 2)
Maintainer
YuSung Su
Last Published
July 27th, 2020
Functions in arm (1.11-2)
Search functions
bayespolr
Bayesian Ordered Logistic or Probit Regression
coefplot
Generic Function for Making Coefficient Plot
display
Functions for Processing lm, glm, mer, polr and svyglm Output
matching
Single Nearest Neighborhood Matching
binnedplot
Binned Residual Plot
fround
Formating the Rounding of Numbers
GO
Function to Recall Last Source File
mcsamp
Generic Function to Run ‘mcmcsamp()’ in lme4
discrete.histogram
Histogram for Discrete Distributions
bayesglm
Bayesian generalized linear models.
balance
Functions to compute the balance statistics
lalonde
Lalonde Dataset
corrplot
Correlation Plot
readColumns
Function to read data by columns
multicomp.plot
Multiple Comparison Plot
invlogit
Logistic and Inverse logistic functions
model.matrixBayes
Construct Design Matrices
residual.plot
residual plot for the observed values
traceplot
Trace plot of ‘bugs’ object
rescale
Function for Standardizing by Centering and Dividing by 2 sd's
standardize
Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
sim
Functions to Get Posterior Distributions
se.coef
Extract Standard Errors of Model Coefficients
sigma.hat
Extract Residual Errors
triangleplot
Triangle Plot
contrast.bayes
Contrast Matrices
extractDIC
Extract AIC and DIC from a ‘mer’ model