Computational statistics /
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| Imprint: | Amsterdam ; New York : North-Holland, 1993. |
|---|---|
| Description: | xix, 1045 p. : ill., map ; 25 cm. |
| Language: | English |
| Series: | Handbook of statistics (Amsterdam, Netherlands) v. 9 |
| Subject: | |
| Format: | Print Book |
| URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/1549179 |
Table of Contents:
- Ch. 1. Algorithms / B. Kalyanasundaram
- Ch. 2. Steady State Analysis of Stochastic Systems / K. Kant
- Ch. 3. Parallel Computer Architectures / R. Krishnamurti and B. Narahari
- Ch. 4. Database Systems / S. Lanka and S. Pal
- Ch. 5. Programming Languages and Systems / S. Purushothaman and J. Seaman
- Ch. 6. Algorithms and Complexity for Markov Processes / R. Varadarajan
- Ch. 7. Mathematical Programming - A Computational Perspective / W. W. Hager, R. Horst and P. M. Pardalos
- Ch. 8. Integer Programming / P. M. Pardalos and Y. Li
- Ch. 9. Numerical Aspects of Solving Linear Least Squares Problems / J. L. Barlow
- Ch. 10. The Total Least Squares Problem / S. Van Huffel and H. Zha
- Ch. 11. Construction of Reliable Maximum Likelihood Algorithms with Application to Logistic and Cox Regression / D. Bohning
- Ch. 12. Nonparametric Function Estimation / T. Gasser, J. Engel and B. Seifert
- Ch. 13. Computation Using the QR Decomposition / C. R. Goodall
- Ch. 14. The EM Algorithm / N. Laird
- Ch. 15. Analysis of Ordered Categorical Data through Appropriate Scaling / C. R. Rao and P. M. Caligiuri
- Ch. 16. Statistical Applications of Artificial Intelligence / W. A. Gale, D. J. Hand and A. E. Kelly
- Ch. 17. Some Aspects of Natural Language Processes / A. K. Joshi
- Ch. 18. Gibbs Sampling / S. F. Arnold
- Ch. 19. Bootstrap Methodology / G. J. Babu and C. R. Rao
- Ch. 20. The Art of Computer Generation of Random Variables / M. T. Boswell, S. D. Gore, G. P. Patil and C. Taillie
- Ch. 21. Jackknife Variance Estimation and Bias Reduction / S. D. Peddada
- Ch. 22. Designing Effective Statistical Graphs / D. A. Burn
- Ch. 23. Graphical Methods for Linear Models / A. S. Hadi
- Ch. 24. Graphics for Time Series Analysis / H. J. Newton
- Ch. 25. Graphics as Visual Language / T. Selker and A. Appel
- Ch. 26. Statistical Graphics and Visualization / E. J. Wegman and D. B. Carr
- Ch. 27. Multivariate Statistical Visualization / F. W. Young, R. A. Faldowski and M. M. McFarlane
- Ch. 28. Graphical Methods for Process Control / T. L. Ziemer.
