图书标签: finance 金融 统计 Statistics Economics 统计学习 时间序列 quantitative
发表于2024-12-23
Statistical Models and Methods for Financial Markets pdf epub mobi txt 电子书 下载 2024
This book presents statistical methods and models of importance to quantitative finance and links finance theory to market practice via statistical modeling and decision making. Part I provides basic background in statistics, which includes linear regression and extensions to generalized linear models and nonlinear regression, multivariate analysis, likelihood inference and Bayesian methods, and time series analysis. It also describes applications of these methods to portfolio theory and dynamic models of asset returns and their volatilities. Part II presents advanced topics in quantitative finance and introduces a substantive-empirical modeling approach to address the discrepancy between finance theory and market data. It describes applications to option pricing, interest rate markets, statistical trading strategies, and risk management. Nonparametric regression, advanced multivariate and time series methods in financial econometrics, and statistical models for high-frequency transactions data are also introduced in this connection. The book has been developed as a textbook for courses on statistical modeling in quantitative finance in master's level financial mathematics (or engineering) and computational (or mathematical) finance programs. It is also designed for self-study by quantitative analysts in the financial industry who want to learn more about the background and details of the statistical methods used by the industry. It can also be used as a reference for graduate statistics and econometrics courses on regression, multivariate analysis, likelihood and Bayesian inference, nonparametrics, and time series, providing concrete examples and data from financial markets to illustrate the statistical methods.
Tze Leung Lai is Professor of Statistics and Director of Financial Mathematics at Stanford University. He received the Ph.D. degree in 1971 from Columbia University, where he remained on the faculty until moving to Stanford University in 1987. He received the Committee of Presidents of Statistical Societies Award in 1983 and is an elected member of Academia Sinica and the International Statistical Institute. His research interests include quantitative finance and risk management, sequential statistical methodology, stochastic optimization and adaptive control, probability theory and stochastic processes, econometrics, and biostatistics.
Haipeng Xing is Assistant Professor of Statistics at Columbia University. He received the Ph.D. degree in 2005 from Stanford University. His research interests include financial econometrics and engineering, time series modeling and adaptive control, fault detection, and change-point problems.
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评分教科书 应付考试看了看
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断断续续的读了好久,时间打的很散,所以直到今天才读完,嗯,这本书翻译的真的不错,我通读了全文包括附录的引用论文,我敢说这本书翻译的比市面上金融数学的书一大半都要好。看来名师出高徒,译者是严加安的弟子,真的学风正。这本书写的很简练,统计知识点要求比较杂,最好...
评分断断续续的读了好久,时间打的很散,所以直到今天才读完,嗯,这本书翻译的真的不错,我通读了全文包括附录的引用论文,我敢说这本书翻译的比市面上金融数学的书一大半都要好。看来名师出高徒,译者是严加安的弟子,真的学风正。这本书写的很简练,统计知识点要求比较杂,最好...
评分断断续续的读了好久,时间打的很散,所以直到今天才读完,嗯,这本书翻译的真的不错,我通读了全文包括附录的引用论文,我敢说这本书翻译的比市面上金融数学的书一大半都要好。看来名师出高徒,译者是严加安的弟子,真的学风正。这本书写的很简练,统计知识点要求比较杂,最好...
评分断断续续的读了好久,时间打的很散,所以直到今天才读完,嗯,这本书翻译的真的不错,我通读了全文包括附录的引用论文,我敢说这本书翻译的比市面上金融数学的书一大半都要好。看来名师出高徒,译者是严加安的弟子,真的学风正。这本书写的很简练,统计知识点要求比较杂,最好...
评分断断续续的读了好久,时间打的很散,所以直到今天才读完,嗯,这本书翻译的真的不错,我通读了全文包括附录的引用论文,我敢说这本书翻译的比市面上金融数学的书一大半都要好。看来名师出高徒,译者是严加安的弟子,真的学风正。这本书写的很简练,统计知识点要求比较杂,最好...
Statistical Models and Methods for Financial Markets pdf epub mobi txt 电子书 下载 2024