avehtari/modelselection

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avehtari/modelselection

avehtari

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Case studies on model assessment, model selection and inference after model selection

Model assesment, selection and inference after selection

See the Model selection web page for prettier browing of the contents.

BDA_course_Aalto

Bayesian Data Analysis course at Aalto

BDA_py_demos

Bayesian Data Analysis demos for Python

Jupyter Notebook

BDA_R_demos

Bayesian Data Analysis demos for R

ROS-Examples

Regression and other stories R examples

PSIS

Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave

BDA_m_demos

Bayesian Data Analysis demos for Matlab/Octave

rhat_ess

Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC

casestudies

loocv_uncertainty

ActiveStatistics

Active Statistics book web page