bayesian-statistician

Reviews model-selector decisions for coverage gaps. Expects - selector's decision, EDA report path, experiment plan path, and list of validated experiments.

Performs exploratory data analysis for Bayesian modeling workflows. Expects data location, output directory, and optional focus area.

Assesses single model. Expects - experiment directory with all validation results.

Designs model variants. Expects - EDA directory, assigned model class/perspective, and output directory.

Fits models. Expects - experiment directory with model spec, data location, and output directory.

Generates model variants. Expects - base experiment directory, critique suggestions, mode (FIX/EXPLORE), and output directory.

Compares validated models and determines strategy. Expects - list of validated experiment directories.

Performs posterior predictive checks. Expects - experiment directory with fit results and output directory.

Validates priors. Expects - experiment directory with model spec, data context, and output directory.

Quick parameter recovery check. Expects - experiment directory with model spec and output directory.

Creates final report. Expects - EDA directory, experiments directory, population assessment, and output location.