The basics of financial econometrics : tools, concepts, and asset management applications /
Frank J. Fabozzi, Sergio M. Focardi, (et al...)
- New Jersey : John Wiley & Sons , 2014.
- xxi, 428 pages : illustrations ; 24 cm.
Includes bibliographical references and index .
Chapter 1 Introduction Chapter 2 Simple Linear Regression CHAPTER 3 Multiple Linear Regression Chapter 4 Building and Testing a Multiple Linear Regression Model Chapter 5 Introduction to Time Series Analysis Chapter 6 Regression Models with Categorical Variables Chapter 7 Quantile Regressions Chapter 8 Robust Regressions Chapter 9 Autoregressive Moving Average Models Chapter 10 Cointegration Chapter 11 Autoregressive Heteroscedasticity Model and Its Variants Chapter 12 Factor Analysis and Principal Components Analysis Chapter 13 Model Estimation Chapter 14 Model Selection Chapter 15 Formulating and Implementing Investment Strategies Using Financial Econometrics Appendix A Descriptive Statistics Appendix B Continuous Probability Distributions Commonly Used in Financial Econometrics Appendix C Inferential Statistics Appendix D Fundamentals of Matrix Algebra Appendix E Model Selection Criterion: AIC and BIC Appendix F Robust Statistics