# 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 | |

No Results! |

## Last month downloads

## 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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