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This book is organized by [TheQuantHackers Community] (https://llmquant.com/) and provides PDF downloads. It is only for learning and communication. The copyright belongs to the original author.
This book is organized by [TheQuantHackers Community] () and provides PDF downloads. It is only for learning and communication. The copyright belongs to the original author.
This book, written by Attilio Meucci, provides a comprehensive and systematic introduction to modern methods of risk management and asset allocation. It delves into the various steps of single-period asset allocation from basic theory to advanced developments, covering multivariate estimation methods (such as non-parametric, maximum likelihood, shrinkage, robust and Bayesian techniques), risk assessment methods (such as stochastic dominance, expected utility, value at risk VaR and consistent risk measures), and portfolio optimization techniques that emphasize estimated risk (addressed through Bayesian, resampling and robust optimization methods). The book also details important statistical and mathematical tools, including copulas, position-discrete ellipsoids, matrix variable distributions, and cone programming. This book is designed to provide a comprehensive reference for quantitative portfolio managers and advanced students of financial economics, supporting understanding with numerous charts, examples, and real-world trading and asset management case studies.
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本书籍由TheQuantHackers社区整理, 并提供PDF下载, 只供学习交流使用, 版权归原作者所有。
作者: Attilio Meucci
出版社: Springer
出版年份: 2009
难度: ⭐⭐⭐⭐⭐
推荐指数: ⭐⭐⭐⭐⭐
PDF下载: 点击下载
本书由Attilio Meucci撰写，全面系统地介绍了风险管理和资产配置的现代方法。它深入探讨了从基础理论到高级发展的单期资产配置的各个步骤，涵盖了多元估计方法（如非参数、最大似然、收缩、稳健和贝叶斯技术）、风险评估方法（如随机占优、预期效用、风险价值VaR和一致性风险度量），以及强调估计风险的投资组合优化技术（通过贝叶斯、重采样和稳健优化方法解决）。书中还详细介绍了重要的统计和数学工具，包括Copulas、位置-离散椭球、矩阵变量分布和锥规划。本书旨在为量化投资组合经理和金融经济学高级学生提供全面的参考，并通过大量图表、实例以及真实的交易和资产管理案例研究来支持理解。
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