Introduction to Statistical Methods for Financial Models
“Introduction to Statistical Methods for Financial Models” by Thomas A. Severini, published by CRC Press, Taylor & Francis Group on September 30, 2020, is a comprehensive resource that explores the application of statistical concepts and methods in financial data analysis. This edition spans 370 pages and is presented in English, making it accessible to a wide audience interested in the intersection of finance and statistics.
Readers will find a thorough introduction to various modeling techniques, including the market model, single-index model, and factor models. The book features detailed numerical examples derived from real financial data, along with numerous exercises designed to reinforce understanding through both analytic solutions and practical applications. Topics such as probability and statistics are woven throughout, providing a solid foundation for those looking to enhance their skills in financial modeling.
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This book introduces the use of statistical concepts and methods to model and analyze financial data, including the market model, the single-index model, and factor models. It contains detailed numerical examples using genuine financial data along with numerous exercises including both questions requiring analytic solutions and
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