Statistical Models and Methods for Financi...

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Beschreibung

The idea of writing this bookarosein 2000when the ?rst author wasassigned to teach the required course STATS 240 (Statistical Methods in Finance) in the new M. S. program in ?nancial mathematics at Stanford, which is an interdisciplinary program that aims to provide a master¿s-level education in applied mathematics, statistics, computing, ?nance, and economics. Students in the programhad di?erent backgroundsin statistics. Some had only taken a basic course in statistical inference, while others had taken a broad spectrum of M. S. - and Ph. D. -level statistics courses. On the other hand, all of them had already taken required core courses in investment theory and derivative pricing, and STATS 240 was supposed to link the theory and pricing formulas to real-world data and pricing or investment strategies. Besides students in theprogram,thecoursealso attractedmanystudentsfromother departments in the university, further increasing the heterogeneity of students, as many of them had a strong background in mathematical and statistical modeling from the mathematical, physical, and engineering sciences but no previous experience in ?nance. To address the diversity in background but common strong interest in the subject and in a potential career as a ¿quant¿ in the ?nancialindustry,thecoursematerialwascarefullychosennotonlytopresent basic statistical methods of importance to quantitative ?nance but also to summarize domain knowledge in ?nance and show how it can be combined with statistical modeling in ?nancial analysis and decision making. The course material evolved over the years, especially after the second author helped as the head TA during the years 2004 and 2005.

Zusammenfassung

This book is intended as a statistics textbook for masters students in
mathematical finance/computational finance/financial mathematics. It
is also intended for analysts in the financial industry.

Inhaltsverzeichnis

Basic Statistical Methods and Financial Applications.- Linear Regression Models.- Multivariate Analysis and Likelihood Inference.- Basic Investment Models and Their Statistical Analysis.- Parametric Models and Bayesian Methods.- Time Series Modeling and Forecasting.- Dynamic Models of Asset Returns and Their Volatilities.- Advanced Topics in Quantitative Finance.- Nonparametric Regression and Substantive-Empirical Modeling.- Option Pricing and Market Data.- Advanced Multivariate and Time Series Methods in Financial Econometrics.- Interest Rate Markets.- Statistical Trading Strategies.- Statistical Methods in Risk Management.

Details

Erscheinungsjahr:	2010
Fachbereich:	Volkswirtschaft
Genre:	Importe , Wirtschaft
Rubrik:	Recht & Wirtschaft
Medium:	Taschenbuch
Inhalt:	xx 356 S.
ISBN-13:	9781441926685
ISBN-10:	1441926682
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Xing, Haipeng Lai, Tze Leung
Auflage:	Softcover reprint of hardcover 1st edition 2008
Hersteller:	Springer US Springer New York Springer US, New York, N.Y.
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 21 mm
Von/Mit:	Haipeng Xing (u. a.)
Erscheinungsdatum:	23.11.2010
Gewicht:	0,569 kg

Artikel-ID: 107253048

Zusammenfassung

This book is intended as a statistics textbook for masters students in
mathematical finance/computational finance/financial mathematics. It
is also intended for analysts in the financial industry.

Inhaltsverzeichnis

Details

Erscheinungsjahr:	2010
Fachbereich:	Volkswirtschaft
Genre:	Importe , Wirtschaft
Rubrik:	Recht & Wirtschaft
Medium:	Taschenbuch
Inhalt:	xx 356 S.
ISBN-13:	9781441926685
ISBN-10:	1441926682
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Xing, Haipeng Lai, Tze Leung
Auflage:	Softcover reprint of hardcover 1st edition 2008
Hersteller:	Springer US Springer New York Springer US, New York, N.Y.
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 21 mm
Von/Mit:	Haipeng Xing (u. a.)
Erscheinungsdatum:	23.11.2010
Gewicht:	0,569 kg