Experimenting with multi-level and hierarchical splines in PyMC

Table of Contents

Introduction

Setup

One group

Two groups: single set of weights

Two groups: separate spline bases and per-group weights

Two groups: single spline basis and per-group weights

Two groups: per-group weights with hierarchical prior

One group: multivariate-normal prior on weights

Two group: multivariate normal prior on weights

Session …