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

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Bickel, Peter J., Fan, Jianqing, Koul, H. L. (Hira L.)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Imperial College Press, 2006.
Temas:
Bickel, Peter J.
Mathematical statistics.
Statistique mathématique.
MATHEMATICS > Probability & Statistics > General.
Mathematical statistics
Statistik
Festschriften
Festschriften.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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