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Frontiers in Statistics : Dedicated to Peter John Bickel in Honor of his 65th Birthday

Author: Peter J Bickel; Jianqing Fan; H L Koul
Publisher: London : Imperial College Press, 2006.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:

Presents an analysis and overview of some of the developments in the various frontiers of statistics. This book includes articles covering areas including semi-parametric models, data analytical  Read more...

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Genre/Form: Electronic books
Additional Physical Format: Print version:
Frontiers in statistics.
London : Imperial College Press, 2006
(DLC) 2006285050
(OCoLC)73488011
Named Person: Peter J Bickel; Peter J Bickel
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Peter J Bickel; Jianqing Fan; H L Koul
ISBN: 9781860948886 186094888X
OCLC Number: 825768144
Description: 1 online resource (xvii, 523 pages) : illustrations portraits
Contents: 1. Our steps on the Bickel way / Kjell Doksum and Ya'acov Rotov --
pt. I. Semiparametric modeling --
2. Semiparametric models: a review of progress since BKRW (1993) / Jon A. Wellner, Chris A.J. Klaassen and Ya'acov Ritov --
3. Efficient estimator for time series / Anton Schick and Wolfgang Wefelmeyer --
4. On the efficiency of estimation for single-index model / Yingcun Xia and Howell Tong --
5. Estimating function based cross-validation / M.J. van der Laan and Dan Rubin --
pt. II. Nonparametric methods --
6. Powerful choices: tuning parameter selection based on power / Kjell Doksum and Chad Schafer --
7. Nonaparametric assessment of atypicality / Peter Hall and Jim W. Kay --
8. Selective review on wavelets in statistics / Yazhen Wang --
9. Model diagnostics via martingale transforms: a brief review / Hira L. Koul --
pt. III. Statistical learning and bootstrap --
10. Boosting algorithms: with an application to bootstrapping multivariate time series / Peter Bühlmann and Roman W. Lutz --
11. Bootstrap methods: a review / S.N. Lahiro --
12. An expansion for a discrete non-lattice distribution / Friedrich Götze and Willem R. van Zwet --
IV. Longitudinal data analysis --
13. An overview on nonparametric and semiparametric techniques for longitudinal data / Jianqing Fan and Runze Li --
14. Regressing longitudinal response trajectories on a covariate / Hans-Georg Müller and Fang Yao --
pt. V. Statistics in science and technology --
15. Statistical physics and statistical computing: a critical link / James D. Servidea and Xiao-Li Meng --
16. Network tomography: a review and recent developments / Earl Lawrence, George Michailidis, Vijayan N. Nair and Bowei Xi --
pt. VI. Finanical econometrics --
17. Likelihood inference for diffusions: a survey / Yacine Aït-Sahalia --
18. Nonparametric estimation of production efficiency / Byeong U. Park, Seok-Oh Jeong, and Young Kyung Lee --
pt. VII. Parametric techniques and inferences --
19. Convergence and consistency of Newton's algorithm for estimating mixing distribution --
Jayanta K. Ghosh and Surya T. Tokdar --
Mixed models: an overview / Jiming Jiang and Zhiyu Ge --
21. Robust location and scatter estimators in multivariate analysis / Yijun Zuo --
22. Estimation of the loss of an estimate / Wing Hung Wong.
Responsibility: editors, Jianqing Fan, Hira L. Koul.

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