tools, concepts, and asset management applications /
First Statement of Responsibility
Frank J. Fabozzi, Sergio M. Focardi, Svetlozar T. Rachev, Bala G. Arshanapalli, with the assistance of Markus Hochstotter.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xxi, 428 pages) :
Other Physical Details
illustrations.
SERIES
Series Title
The Frank J. Fabozzi series
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Simple Linear Regression -- Multiple Linear Regression -- Building and Testing a Multiple Linear Regression Model -- Introduction to Time Series Analysis -- Regression Models with Categorical Variables -- Quantile Regressions -- Robust Regressions -- Autoregressive Moving Average Models -- Cointegration -- Autoregressive Heteroscedasticity Model and Its Variants -- Factor Analysis and Principal Components Analysis -- Model Estimation -- Model Selection -- 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.
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SUMMARY OR ABSTRACT
Text of Note
"An accessible guide to the growing field of financial econometrics ."--Provided by publisher.