Fit Statistical Models Using Hamiltonian Monte Carlo
c(
person("Samuel", "Thomas", email = "samthoma@iu.edu", role = c("cre", "aut")),
person("Wanzhu", "Tu", email = "wtu1@iu.edu", role = "ctb"))
Provide users with a framework to learn the intricacies of the Hamiltonian Monte Carlo algorithm with hands-on experience by tuning and fitting their own models.  All of the code is written in R.  Theoretical references are listed below:.
Neal, Radford (2011) "Handbook of Markov Chain Monte Carlo" ISBN: 978-1420079418,
Betancourt, Michael (2017) "A Conceptual Introduction to Hamiltonian Monte Carlo" <arXiv:1701.02434>,
Thomas, S., Tu, W. (2020) "Hamiltonian Monte Carlo" <doi:10.1002/9781118445112.stat08243>,
Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., & Rubin, D. B. (2013) "Bayesian Data Analysis" ISBN: 978-1439840955,
Agresti, Alan (2015) "Foundations of Linear and Generalized Linear Models ISBN: 978-1118730034,
Pinheiro, J., Bates, D. (2006) "Mixed-effects Models in S and S-Plus" ISBN: 978-1441903174.
knitr, rmarkdown, Matrix, lme4, carData, mlbench, ggplot2,
mlmRev, testthat, MCMCpack
Samuel Thomas [cre, aut],
Wanzhu Tu [ctb]

c(person(given = "Samuel",
family = "Thomas",
role = c("cre", "aut"),
email = "samthoma@iu.edu"),
person(given = "Wanzhu",
family = "Tu",
role = "ctb",
email = "wtu1@iu.edu"))
Provide users with a framework to learn the intricacies of the Hamiltonian Monte Carlo algorithm with hands-on experience by tuning and fitting their own models.  All of the code is written in R.  Theoretical references are listed below:.
Neal, Radford (2011) "Handbook of Markov Chain Monte Carlo" ISBN: 978-1420079418,
Betancourt, Michael (2017) "A Conceptual Introduction to Hamiltonian Monte Carlo" <arXiv:1701.02434>,
Thomas, S., Tu, W. (2020) "Learning Hamiltonian Monte Carlo in R" <arXiv:	arXiv:2006.16194>,
Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., & Rubin, D. B. (2013) "Bayesian Data Analysis" ISBN: 978-1439840955,
Agresti, Alan (2015) "Foundations of Linear and Generalized Linear Models ISBN: 978-1118730034,
Pinheiro, J., Bates, D. (2006) "Mixed-effects Models in S and S-Plus" ISBN: 978-1441903174.