Bayesian Data Analysis demos for R
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Updated
May 8, 2024 - HTML
Bayesian Data Analysis demos for R
Case studies on model assessment, model selection and inference after model selection
Implementing MCMC sampling from scratch in R for various Bayesian models
次元期权应征面试题范例。
Bayesian Generalized Linear Models with Time-Varying Coefficients
Repo containing code for Towards Data Science articles
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
Computational simulation framework for analyzing trading behavior in climate prediction markets
Taking Uncertainty Seriously: Bayesian Marginal Structural Models for Causal Inference in Political Science
Simon Jackman's "BUGS Examples" translated into Stan
My notes on Bayesian statistics in Stan, etc (2018-)
Integrated Machine Learning for Multi-omics Classification and Prediction
Bottom-up population model tutorial
Spatiotemporal modeling of wildfire extremes
Example code for a possible talk at R/Medicine 2021 (submitted and under review, accepted talks not yet determined)
Guest lecture on Bayesian regression for graduate psych/stats class
Workshop - Introduction to Bayesian statistical modelling
Course website and materials for Biology 609, Advanced Data Analysis for Biology, at UMass Boston
Bayesian Econometrics 2023 at unimelb: slides for lecture 7: Bayesian VARs
Bayesian Non-Parametric Spatio-Temporal Models for fMRI data
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