Model validation against independent observations

Knowledge package outline

Topic

Experimentation scientific reasoning and research methods

Purpose

Separates agreement with fitting data from external testing.

Package contents

Holdout cases; residual checks; domain-shift examples.

Dependencies

Modelling; statistics.