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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
1.10-1
License
GPL (>= 3)
Maintainer
YuSung Su
Last Published
April 13th, 2018
Functions in arm (1.10-1)
Search functions
binnedplot
Binned Residual Plot
contrast.bayes
Contrast Matrices
readColumns
Function to read data by columns
balance
Functions to compute the balance statistics
fround
Formating the Rounding of Numbers
GO
Function to Recall Last Source File
corrplot
Correlation Plot
bayesglm
Bayesian generalized linear models.
discrete.histogram
Histogram for Discrete Distributions
rescale
Function for Standardizing by Centering and Dividing by 2 sd's
invlogit
Logistic and Inverse logistic functions
lalonde
Lalonde Dataset
triangleplot
Triangle Plot
display
Functions for Processing lm, glm, mer, polr and svyglm Output
standardize
Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's
traceplot
Trace plot of ‘bugs’ object
extractDIC
Extract AIC and DIC from a ‘mer’ model
model.matrixBayes
Construct Design Matrices
multicomp.plot
Multiple Comparison Plot
sigma.hat
Extract Residual Errors
sim
Functions to Get Posterior Distributions
se.coef
Extract Standard Errors of Model Coefficients
residual.plot
residual plot for the observed values
bayespolr
Bayesian Ordered Logistic or Probit Regression
mcsamp
Generic Function to Run ‘mcmcsamp()’ in lme4
matching
Single Nearest Neighborhood Matching
coefplot
Generic Function for Making Coefficient Plot