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arm
ARM: Data Analysis Using Regression and Multilevel/Hierarchical Models
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1.14-4
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Install
install.packages('arm')
Monthly Downloads
35,382
Version
1.14-4
License
GPL (> 2)
Maintainer
YuSung Su
Last Published
April 1st, 2024
Functions in arm (1.14-4)
Search functions
matching
Single Nearest Neighborhood Matching
readColumns
Function to read data by columns
lalonde
Lalonde Dataset
invlogit
Logistic and Inverse logistic functions
multicomp.plot
Multiple Comparison Plot
fround
Formating the Rounding of Numbers
model.matrixBayes
Construct Design Matrices
mcsamp
Generic Function to Run ‘mcmcsamp()’ in lme4
GO
Function to Recall Last Source File
rescale
Function for Standardizing by Centering and Dividing by 2 sd's
sigma.hat
Extract Residual Errors
sim
Functions to Get Posterior Distributions
traceplot
Trace plot of ‘bugs’ object
triangleplot
Triangle Plot
standardize
Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
se.coef
Extract Standard Errors of Model Coefficients
residual.plot
residual plot for the observed values
extractDIC
Extract AIC and DIC from a ‘mer’ model
corrplot
Correlation Plot
discrete.histogram
Histogram for Discrete Distributions
balance
Functions to compute the balance statistics
bayesglm
Bayesian generalized linear models.
bayespolr
Bayesian Ordered Logistic or Probit Regression
display
Functions for Processing lm, glm, mer, polr and svyglm Output
coefplot
Generic Function for Making Coefficient Plot
binnedplot
Binned Residual Plot
contrast.bayes
Contrast Matrices