arm v1.9-3
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Data Analysis Using Regression and Multilevel/Hierarchical Models
Functions to accompany A. Gelman and J. Hill, Data Analysis Using Regression and Multilevel/Hierarchical Models, Cambridge University Press, 2007.
Functions in arm
Name | Description | |
discrete.histogram | Histogram for Discrete Distributions | |
corrplot | Correlation Plot | |
bayespolr | Bayesian Ordered Logistic or Probit Regression | |
binnedplot | Binned Residual Plot | |
display | Functions for Processing lm, glm, mer, polr and svyglm Output | |
balance | Functions to compute the balance statistics | |
extractDIC | Extract AIC and DIC from a ‘mer’ model | |
contrast.bayes | Contrast Matrices | |
coefplot | Generic Function for Making Coefficient Plot | |
bayesglm | Bayesian generalized linear models. | |
invlogit | Logistic and Inverse logistic functions | |
model.matrixBayes | Construct Design Matrices | |
multicomp.plot | Multiple Comparison Plot | |
rescale | Function for Standardizing by Centering and Dividing by 2 sd's | |
readColumns | Function to read data by columns | |
matching | Single Nearest Neighborhood Matching | |
fround | Formating the Rounding of Numbers | |
mcsamp | Generic Function to Run ‘mcmcsamp()’ in lme4 | |
lalonde | Lalonde Dataset | |
GO | Function to Recall Last Source File | |
sim | Functions to Get Posterior Distributions | |
sigma.hat | Extract Residual Errors | |
residual.plot | residual plot for the observed values | |
se.coef | Extract Standard Errors of Model Coefficients | |
standardize | Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's | |
triangleplot | Triangle Plot | |
traceplot | Trace plot of ‘bugs’ object | |
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Details
Date | 2016-11-21 |
BugReports | https://github.com/suyusung/arm/issues/ |
URL | https://CRAN.R-project.org/package=arm |
License | GPL (>= 3) |
NeedsCompilation | no |
Repository | CRAN |
Repository/R-Forge/Project | arm |
Repository/R-Forge/Revision | 274 |
Repository/R-Forge/DateTimeStamp | 2016-11-24 11:30:54 |
Date/Publication | 2016-11-27 15:01:33 |
Packaged | 2016-11-24 11:46:10 UTC; rforge |
imports | abind , coda , graphics , grDevices , methods , nlme , utils |
depends | lme4 (>= 1.0) , MASS , Matrix (>= 1.0) , R (>= 3.1.0) , stats |
Contributors | Maria Grazia Pittau, Jouni Kerman, Tian Zheng, Masanao Yajima, Jennifer Hill, originally as R2WinBUGS by Andrew Gelman, Vincent Dorie |
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