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Portfolio risk forecasting has been and continues to be an active research field for both academics and practitioners. Almost all institutional investment management firms use quantitative models for their portfolio forecasting, and researchers have explored models' econometric foundations, relative performance, and implications for capital market behavior and asset pricing equilibrium. "Portfolio Risk Analysis" provides an insightful and thorough overview of financial risk modeling, with an emphasis on practical applications, empirical reality, and historical perspective.
Beginning with mean-variance analysis and the capital asset pricing model, the authors give a comprehensive and detailed account of factor models, which are the key to successful risk analysis in every economic climate. Topics range from the relative merits of fundamental, statistical, and macroeconomic models, to GARCH and other time series models, to the properties of the VIX volatility index. The book covers both mainstream and alternative asset classes, and includes in-depth treatments of model integration and evaluation. Credit and liquidity risk and the uncertainty of extreme events are examined in an intuitive and rigorous way. An extensive literature review accompanies each topic. The authors complement basic modeling techniques with references to applications, empirical studies, and advanced mathematical texts.
This book is essential for financial practitioners, researchers, scholars, and students who want to understand the nature of financial markets or work toward improving them.
Portfolio Performance Evaluation reviews the academic literature on evaluating portfolio performance, focusing on professionally managed investment portfolios. Recent years have witnessed an explosion of new methods for performance evaluation and new evidence on the subject. Portfolio Performance Evaluation provides a selective review of the methods for measuring portfolio performance and the evidence on the performance of professionally managed investment portfolios. There is also a discussion of hedge funds presenting unique challenges for measuring risk adjusted performance and for interpreting performance measures. Portfolio Performance Evaluation summarizes the historical evidence on the performance of mutual funds and hedge funds using actual data.
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