bebi103: Utilities for Caltech BE/Bi 103 ab courses

The bebi103 package provides convenience functions for use in the BE/Bi 103 ab courses at Caltech.

Getting started

• Installation
• Purpose and contents

User guide

• Using the user guide
  • Sample data
• HoloViews defaults
  • Plots with HoloViews defaults
  • Plots with bebi103 defaults
  • Caution setting defaults
• Bootstrap utilities
  • Random number generation
  • Nonparametric resampling methods
  • Parametric methods
• Stan (MCMC) utilities
  • Model and sample data
  • A first pass through a simple workflow
  • Simulation-based calibration (SBC)
  • Using stanfunctions
  • Cleaning up
• Image processing utilities
• API Reference
  • HoloViews defaults
  • Visualization
  • Bootstrap methods
  • Stan utilities
  • Gaussian process utilities
  • Image processing utilities

Credits and citation

• Credits
• Citing bebi103