《风险和资产配置(英文版)》是一部全面介绍风险与资产分配的统计教材。多变量估计的方法分析深入,包括非正态假设下的无参和极大似然估计,压缩理论、鲁棒以及一般的贝叶斯技巧。作者用独到的眼光讲述了资产分配,给出了该学科的精华。重点突出,包含了MATLAB数学工具软件,对于以数学为中心的投资行业来说该书是一本必选书。
Preface
Audience and style
Structure of the work
A guided tour by means of a simplistic example
Acknowledgments
Part Ⅰ The statistics of asset allocation
Univariate statistics
1.1 Building blocks
1.2 Summary statistics
1.2.1 Location
1.2.2 Dispersion
1.2.3 Higher-order statistics
1.2.4 Graphical representations
1.3 Taxonomy of distributions
1.3.1 Uniform distribution
1.3.2 Normal distribution
1.3.3 Cauchy distribution
1.3.4 Student t distribution
1.3.5 Lognormal distribution
1.3.6 Gamma distribution
1.3.7 Empirical distribution
1.T Technical appendix
1.E Exercises
Part Ⅱ Classical asset allocation
Part Ⅲ Accounting for estiamation risk
Part Ⅳ Appendices