
Statistics in Finance
Wiley (Publisher)
1st Edition
Published on 30. January 1998
Book
Hardback
354 pages
978-0-470-71109-5 (ISBN)
Description
The chapters in this book describe various aspects of the application of statistical methods in finance. It will interest and attract statisticians to this area, illustrate some of the many ways that statistical tools are used in financial applications, and give some indication of problems which are still outstanding. The statisticians will be stimulated to learn more about the kinds of models and techniques outlined in the book - both the domain of finance and the science of statistics will benefit from increased awareness by statisticians of the problems, models, and techniques applied in financial applications. For this reason, extensive references are given. The level of technical detail varies between the chapters. Some present broad non-technical overviews of an area, while others describe the mathematical niceties. This illustrates both the range of possibilities available in the area for statisticians, while simultaneously giving a flavour of the different kinds of mathematical and statistical skills required. Whether you favour data analysis or mathematical manipulation, if you are a statistician there are problems in finance which are appropriate to your skills.
More details
Language
English
Place of publication
New York
United States
Target group
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 240 mm
Width: 161 mm
Thickness: 24 mm
Weight
698 gr
ISBN-13
978-0-470-71109-5 (9780470711095)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Previous edition
David J. Hand | Saul D. Jacka
Statistics in Finance
Book
01/1998
Hodder Arnold
€80.60
Article exhausted; check for reprint
Persons
David John Hand OBE FBA is a British statistician. His research interests include multivariate statistics, classification methods, pattern recognition, the computational statistics and the foundations of statistics. Saul D. Jacka is the author of Statistics in Finance, published by Wiley.
Author
Biometrics Unit, London University, Institute of Psychiatry
Warwick University, UK
Content
List of contributors.
Preface.
1. Introduction (David J. Hand and Saul D. Jacka).
PART I: ACTURAIAL MATHEMATICS.
2. The Relationship Between Finance and Actuarial Science (Philip Booth and Paul King).
3. Actuarial Applications of Generalised Linear Models (Steven Haberman and Arthur E. Renshaw).
PART II: CREDIT.
4. Consumer Credit and Statistics (David J. Hand).
5. Methodologies for Classifying Applicants for Credit (Lyn C. Thomas).
6. Credit Scoring and Quality Management (Kevin J. Leonard).
7. Consumer Credit and Business Cycles (Jonathan Crook).
PART III: FINANCIAL MARKETS.
8. Probability in France: an introduction (Saul D. Jacka).
9. Introduction to Financial Economics (Stewart D. Hodges).
10. American Options (Damien Lamberton).
11. Notes on Term Structure Models (Saul D. Jacka).
12. Default Risk (Dilip Madan).
13. Non-parametric Methods and Option Pricing (Eric Ghysels, Eric Renault, Olivier Torres and Valentin Patilea).
14. Stochastic Volatility (David G. Hobson).
15. Market Time and Asset Price Movements: Theory and Estimation (Eric Ghysels, Christian Gourieroux and Joanna Jasiak).
Index.
Preface.
1. Introduction (David J. Hand and Saul D. Jacka).
PART I: ACTURAIAL MATHEMATICS.
2. The Relationship Between Finance and Actuarial Science (Philip Booth and Paul King).
3. Actuarial Applications of Generalised Linear Models (Steven Haberman and Arthur E. Renshaw).
PART II: CREDIT.
4. Consumer Credit and Statistics (David J. Hand).
5. Methodologies for Classifying Applicants for Credit (Lyn C. Thomas).
6. Credit Scoring and Quality Management (Kevin J. Leonard).
7. Consumer Credit and Business Cycles (Jonathan Crook).
PART III: FINANCIAL MARKETS.
8. Probability in France: an introduction (Saul D. Jacka).
9. Introduction to Financial Economics (Stewart D. Hodges).
10. American Options (Damien Lamberton).
11. Notes on Term Structure Models (Saul D. Jacka).
12. Default Risk (Dilip Madan).
13. Non-parametric Methods and Option Pricing (Eric Ghysels, Eric Renault, Olivier Torres and Valentin Patilea).
14. Stochastic Volatility (David G. Hobson).
15. Market Time and Asset Price Movements: Theory and Estimation (Eric Ghysels, Christian Gourieroux and Joanna Jasiak).
Index.