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Frontiers In Statistics.
During the last two decades, many areas of statistical inference have experienced phenomenal growth. This book presents a timely analysis and overview of some of these new developments and a contemporary outlook on the various frontiers of statistics. Eminent leaders in the field have contributed 16...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
World Scientific
2006.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 1. Our steps on the Bickel way / Kjell Doksum and Ya'acov Ritov
- 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 a 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. Nonparametric 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. Lahiri. 12. An expansion for a discrete non-lattice distribution / Friedrich Götze and Willem R. van Zwet
- pt. 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 [and others]
- pt. VI. Financial 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. 20. 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.