Utility Modeling Handbook
0.1.0
Introduction
Utility Theory
Computational versus Linear Modeling
Experimental Paradigms
Overview
Choosing a Tutorial
Before Data Collection
Research Question
Experimental Design
Outline the Data Generation Process
Model the Data Generation Process
Simulating Data
Recovering Free Parameters
Grouping
Model Fitting
Estimating Free Parameters
Determine Model Fit Index
Identify the Best Model
Validate the Best Model
Hypothesis Testing
Compare Models
Test Modulatory Hypotheses
Test for Individual Differences
Explain Individual Differences
Utility Modeling Handbook
Index
Index