Preface

Advanced Quantitative Research Methods

Preface
1 Introduction
2 Foundations of Probability
3 Effect Sizes
4 Data Transformation
5 Cluster Analysis
6 Multiple Regression
7 Logistic Regression
8 Canonical Correlation
9 Discriminant Analysis
10 Exploratory Factor Analysis
11 Confirmatory Factor Analysis
12 MANOVA and MANCOVA
13 Structural Equation Modelling
14 Understanding Time Series Data
15 Stationarity and Differencing
16 ARIMA Models
17 Seasonal and Panel Data Models
18 Supervised Learning Techniques
19 Ensemble Methods
20 Unsupervised Learning Methods
21 Advanced Unsupervised Techniques

Table of contents

Preface

Advanced Quantitative Research Methods

Author

Allan Hewitt

Published

January 1, 2025

Preface

This is a Quarto book that supports the B1705 Research Methods in Sport Data Analytics module.