Package: arm 1.14-4
arm: 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.
Authors:
arm_1.14-4.tar.gz
arm_1.14-4.zip(r-4.5)arm_1.14-4.zip(r-4.4)arm_1.14-4.zip(r-4.3)
arm_1.14-4.tgz(r-4.4-any)arm_1.14-4.tgz(r-4.3-any)
arm_1.14-4.tar.gz(r-4.5-noble)arm_1.14-4.tar.gz(r-4.4-noble)
arm_1.14-4.tgz(r-4.4-emscripten)arm_1.14-4.tgz(r-4.3-emscripten)
arm.pdf |arm.html✨
arm/json (API)
| # Install 'arm' in R: |
| install.packages('arm', repos = c('https://suyusung.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/suyusung/arm/issues
- lalonde - Lalonde Dataset
Last updated 6 months agofrom:f50e07a940. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 29 2024 |
| R-4.5-win | NOTE | Aug 29 2024 |
| R-4.5-linux | NOTE | Aug 29 2024 |
| R-4.4-win | NOTE | Aug 29 2024 |
| R-4.4-mac | NOTE | Aug 29 2024 |
| R-4.3-win | NOTE | Aug 29 2024 |
| R-4.3-mac | NOTE | Aug 29 2024 |
Exports:balancebayesglmbayesglm.fitbayespolrbinned.residsbinnedplotcoefplotcoefplot.defaultcontr.bayes.orderedcontr.bayes.unorderedcorrplotdiscrete.histdiscrete.histogramdisplayextractDICfroundGgoinvlogitlogitmatchingmcplotmcsampmodel.matrixBayesmulticomp.plotpfroundread.columnsrescaleresidual.plotse.coefse.fixefse.ranefshowsigma.hatsimstandardizetraceplottriangleplot
Dependencies:abindbootcodalatticelme4MASSMatrixminqanlmenloptrRcppRcppEigen
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Functions to compute the balance statistics | balance balance-class plot.balance print.balance |
| Bayesian generalized linear models. | bayesglm bayesglm-class bayesglm.fit predict.bayesglm print,bayesglm-method show,bayesglm-method |
| Bayesian Ordered Logistic or Probit Regression | bayespolr bayespolr-class print,bayespolr-method show,bayespolr-method |
| Binned Residual Plot | binned.resids binnedplot |
| Generic Function for Making Coefficient Plot | coefplot coefplot,bugs-method coefplot,glm-method coefplot,lm-method coefplot,numeric-method coefplot,polr-method coefplot.default |
| Contrast Matrices | contr.bayes.ordered contr.bayes.unordered |
| Correlation Plot | corrplot |
| Histogram for Discrete Distributions | discrete.hist discrete.histogram |
| Functions for Processing lm, glm, mer, polr and svyglm Output | display display,bayesglm-method display,glm-method display,lm-method display,merMod-method display,polr-method display,svyglm-method |
| Extract AIC and DIC from a 'mer' model | extractAIC.merMod extractDIC extractDIC.merMod |
| Formating the Rounding of Numbers | fround pfround |
| Function to Recall Last Source File | G go GO-class |
| Logistic and Inverse logistic functions | invlogit logit |
| Lalonde Dataset | lalonde |
| Single Nearest Neighborhood Matching | matching |
| Generic Function to Run 'mcmcsamp()' in lme4 | mcsamp mcsamp,merMod-method mcsamp.default |
| Construct Design Matrices | model.matrixBayes |
| Multiple Comparison Plot | mcplot multicomp.plot |
| Function to read data by columns | read.columns |
| Function for Standardizing by Centering and Dividing by 2 sd's | rescale |
| residual plot for the observed values | residual.plot |
| Extract Standard Errors of Model Coefficients | se.coef se.coef,glm-method se.coef,lm-method se.coef,merMod-method se.fixef se.ranef |
| Extract Residual Errors | sigma.hat sigma.hat.glm sigma.hat.lm sigma.hat.merMod sigma.hat.sim sigma.hat.sim.merMod |
| Functions to Get Posterior Distributions | coef.sim coef.sim.merMod coef.sim.polr fitted.sim.merMod fixef.sim.merMod ranef.sim.merMod sim sim,glm-method sim,lm-method sim,merMod-method sim,polr-method sim-class sim.merMod-class |
| Function for Standardizing Regression Predictors by Centering and Dividing by 2 sd's | standardize standardize,glm-method standardize,lm-method standardize,merMod-method standardize,polr-method |
| Trace plot of 'bugs' object | traceplot traceplot,bugs-method traceplot,mcmc.list-method traceplot.default |
| Triangle Plot | triangleplot |
