Visualization in Bayesian workflow

Author:

Gabry Jonah1,Simpson Daniel2,Vehtari Aki3,Betancourt Michael14,Gelman Andrew1

Affiliation:

1. Columbia University New York USA

2. University of Toronto Canada

3. Aalto University Espoo Finland

4. Symplectomorphic New York USA

Funder

Alfred P. Sloan Foundation

Columbia University

National Science Foundation

Institute of Education Sciences

Office of Naval Research

Defense Advanced Research Projects Agency

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Economics and Econometrics,Social Sciences (miscellaneous),Statistics and Probability

Reference20 articles.

1. Betancourt M.(2017)A conceptual introduction to Hamiltonian Monte Carlo.Preprint arXiv:1701.02434. Columbia University New York.

2. Statistical inference for exploratory data analysis and model diagnostics

3. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013

4. Gabry J.(2017)bayesplot: plotting for Bayesian models.R Package Version 1.3.0. Columbia University New York. (Available fromhttp://mcstan.org/bayesplot.)

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