Statistics and finance : an introduction /
David Ruppert.
- xx, 473 pages : illustrations ; 25 cm.
- Springer texts in statistics .
- Springer texts in statistics. .
Includes bibliographical references and index.
Introduction -- Probability and statistical models -- Returns -- Time series models -- Portfolio theory -- Regression -- The capital asset pricing model -- Options pricing -- Fixed income securities -- Resampling -- Value-at-risk -- GARCH models -- Nonparametric regression and splines -- Behavioral finance. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14.