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Memorandum of Python Programming

 

 

PyStan on Ubuntu on Windows (WSL), Trying PyStan 3

 

Simple Calculation of LOO-CV and WAIC by ArviZ

 

A Simple Example of Python Script for WAIC

 

Number of Parameters and Error, Number of Parameters, AIC, and BIC

 

Comparison of point estimates in Bayesian analysis from the point of view of experiments

 

Calculating the mean, median, and mode of a posterior distribution from MCMC sampling

 

Reliability Coefficient of an Ordinal Categorical Items Scale

 

Categorical Rating Scale, Bayesian Difference Scaling

 

1AFC Rating task for SDT, Extending 2AFC Rating task to estimate the varianace

 

Triangular Test: Grid method for d, Triangular Test: Logistic Regression Model

 

Triangular Test: A simple regression model of d

 

 

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