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
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