priorsense1.2.0 package

Prior Diagnostics and Sensitivity Analysis

cjs_dist

Cumulative Jensen-Shannon divergence

create-priorsense-data

Create data structure for priorsense

example_powerscale_model

Example Stan model for power-scaling

log_lik_draws

Extract log likelihood draws

log_prior_draws

Extract log prior draws

powerscale_derivative

Derivative with respect to power-scaling

powerscale_plots

Diagnostic plots for power-scaling sensitivity

powerscale-gradients

Power-scale gradients

powerscale-overview

Prior/likelihood power-scaling perturbation

powerscale-sensitivity

Power-scaling sensitivity analysis

predictions_as_draws

brms predictions as draws

priorsense-package

priorsense: Prior (and likelihood) diagnostics and sensitivity analysi...

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Provides functions for prior and likelihood sensitivity analysis in Bayesian models. Currently it implements methods to determine the sensitivity of the posterior to power-scaling perturbations of the prior and likelihood.

  • Maintainer: Noa Kallioinen
  • License: GPL (>= 3)
  • Last published: 2025-10-28

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