arm: Data Analysis Using Regression and Multilevel/Hierarchical Models

Canonical link: https://rscholar.com/pkg/arm

Andrew Gelman • Yu-Sung Su • Masanao Yajima • Jennifer Hill • Maria Grazia Pittau • Jouni Kerman • Tian Zheng • Vincent Dorie • View description and downloads View dependencies GitHub project

2007 Published

0 Citations

8 Authors

119 Revisions

1.14-4 Version

GPL License

Referenced by ⇅	Year
swissMrP: Multilevel Regression with Post-Stratification (MrP) for Switzerland (Version 0.62)	2018
SBMTrees: Longitudinal Sequential Imputation and Prediction with Bayesian Trees Mixed-Effects Models for Longitudinal Data (Version 1.4)	2024
SelectionBias: Calculates Bounds for the Selection Bias for Binary Treatment and Outcome Variables (Version 2.1.0)	2023
blmeco: Data Files and Functions Accompanying the Book "Bayesian Data Analysis in Ecology using R, BUGS and Stan" (Version 1.4)	2015
ciTools: Confidence or Prediction Intervals, Quantiles, and Probabilities for Statistical Models (Version 0.6.1)	2017
dnr: Simulate Dynamic Networks using Exponential Random Graph Models (ERGM) Family (Version 0.3.5)	2018
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
list: Statistical Methods for the Item Count Technique and List Experiment (Version 9.2.6)	2010
qgcompint: Quantile G-Computation Extensions for Effect Measure Modification (Version 1.0.2)	2021
soilassessment: Soil Health Assessment Models for Assessing Soil Conditions and Suitability (Version 0.3.0)	2019
superMICE: SuperLearner Method for MICE (Version 1.1.1)	2022
wfe: Weighted Linear Fixed Effects Regression Models for Causal Inference (Version 1.9.1)	2011
NumericEnsembles: Automatically Runs 18 Individual and 14 Ensembles of Models (Version 0.10.3)	2025
BMIselect Datasets: (Version )	0
BayesFactor: Computation of Bayes Factors for Common Designs (Version 0.9.12-4.7)	2012
CIMTx: Causal Inference for Multiple Treatments with a Binary Outcome (Version 1.2.0)	2020
FindIt: Finding Heterogeneous Treatment Effects (Version 1.3.0)	2012
LogisticEnsembles: Automatically Runs 24 Logistic Models (Individual and Ensembles) (Version 0.8.2)	2025
PSPI: Propensity Score Predictive Inference for Generalizability (Version 1.2)	2025
SEIRfansy: Extended Susceptible-Exposed-Infected-Recovery Model (Version 1.1.1)	2020
SuperLearner: Super Learner Prediction (Version 2.0-40)	2011
SynDI: Synthetic Data Integration (Version 0.1.0)	2022
attrib: Attributable Burden of Disease (Version 2021.1.2)	2021
brms: Bayesian Regression Models using 'Stan' (Version 2.23.0)	2015
carcass: Estimation of the Number of Fatalities from Carcass Searches (Version 1.9)	2012
eeptools: Convenience Functions for Education Data (Version 1.2.7)	2012
factorEx: Design and Analysis for Factorial Experiments (Version 1.1.0)	2025
geomod: A Computer Program for Geotechnical Investigations (Version 0.1.0)	2023
interplot: Plot the Effects of Variables in Interaction Terms (Version 0.2.3)	2015
list Experiment: (Version )	0
ltmle: Longitudinal Targeted Maximum Likelihood Estimation (Version 1.3-0)	2013
medflex: Flexible Mediation Analysis Using Natural Effect Models (Version 0.6-11)	2014
merTools: Tools for Analyzing Mixed Effect Regression Models (Version 0.6.3)	2015
mi: Missing Data Imputation and Model Checking (Version 1.2)	2008
midoc: A Decision-Making System for Multiple Imputation (Version 1.0.0)	2024
migui: Graphical User Interface to the 'mi' Package (Version 1.3)	2010
mlVAR: Multi-Level Vector Autoregression (Version 0.5.2)	2015
modnets: Modeling Moderated Networks (Version 0.9.0)	2021
optmatch: Functions for Optimal Matching (Version 0.10.8)	2005
plotBart: Diagnostic and Plotting Functions to Supplement 'bartCause' (Version 0.1.7)	2022
qgcomp: Quantile G-Computation (Version 2.18.7)	2019
qgcompint Modification: (Version )	0
rr: Statistical Methods for the Randomized Response Technique (Version 1.4.2)	2015
rwicc: Regression with Interval-Censored Covariates (Version 0.1.3)	2022
simITS: Analysis via Simulation of Interrupted Time Series (ITS) Data (Version 0.1.1)	2020
soilassessment Suitability: (Version )	0
sqlscore: Utilities for Generating SQL Queries from Model Objects (Version 0.1.4)	2016
squid: Statistical Quantification of Individual Differences (Version 0.2.1)	2016
stevemisc: Steve's Miscellaneous Functions (Version 1.9.0)	2021
subsemble: An Ensemble Method for Combining Subset-Specific Algorithm Fits (Version 0.1.0)	2014
tidyfit: Regularized Linear Modeling with Tidy Data (Version 0.7.4)	2022
wfe Inference: (Version )	0

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