Introduction
What this guide covers
A comprehensive reference covering the taxonomy, theoretical foundations, properties, inference, selection, and diagnosis of statistical models, from probability theory to generalized linear models and beyond.
Overview
Topics covered
- Introduction
- Statistical Models
- Conceptual Foundations of Statistical Models
- 1.1 What is a Statistical Model? Formal Definition
- 1.2 Underlying Probability Space
- 1.3 Model Identifiability
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
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\mathcal{P} = \{P_\theta : \theta \in \Theta\}