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arm

ARM: Data Analysis Using Regression and Multilevel/Hierarchical Models

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Version

Install

install.packages('arm')

Monthly Downloads

36,412

Version

1.14-4

License

GPL (> 2)

Maintainer

YuSung Su

Last Published

April 1st, 2024

Functions in arm (1.14-4)

Single Nearest Neighborhood Matching

Function to read data by columns

Lalonde Dataset

Logistic and Inverse logistic functions

Multiple Comparison Plot

Formating the Rounding of Numbers

model.matrixBayes

Construct Design Matrices

Generic Function to Run ‘mcmcsamp()’ in lme4

Function to Recall Last Source File

Function for Standardizing by Centering and Dividing by 2 sd's

Extract Residual Errors

Functions to Get Posterior Distributions

Trace plot of ‘bugs’ object

Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's

Extract Standard Errors of Model Coefficients

residual plot for the observed values

Extract AIC and DIC from a ‘mer’ model

Correlation Plot

discrete.histogram

Histogram for Discrete Distributions

Functions to compute the balance statistics

Bayesian generalized linear models.

Bayesian Ordered Logistic or Probit Regression

Functions for Processing lm, glm, mer, polr and svyglm Output

Generic Function for Making Coefficient Plot

Binned Residual Plot

Contrast Matrices