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rethinking

swMATH ID: 25139
Software Authors: McElreath R
Description: R Package rethinking: Statistical Rethinking Course and Book. This R package accompanies a course and book on Bayesian data analysis (McElreath 2016. Statistical Rethinking. CRC Press.). It contains tools for conducting both MAP estimation and Hamiltonian Monte Carlo (through RStan - mc-stan.org). These tools force the user to specify the model as a list of explicit distributional assumptions. This is more tedious than typical formula-based tools, but it is also much more flexible and powerful.
Homepage: https://github.com/rmcelreath/rethinking
Source Code:  https://github.com/rmcelreath/rethinking
Dependencies: R
Related Software: Stan; JAGS; R; BayesDA; brms; RStan; tidyverse; WinBUGS; rstan; loo; ggplot2; emdbook; Rtools; bridgesampling; MCMCglmm; blavaan; lavaan; lme4; Stem; AER
Cited in: 19 Documents

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