TY  - BOOK
AU  - Bickel,Peter J.
AU  - Fan,Jianqing
AU  - Koul,H.L.
TI  - Frontiers in Statistics: Dedicated to Peter John Bickel in Honor of his 65th Birthday 
SN  - 9781860948886
AV  - QA276.16 .F76 2006eb
U1  - 519.5 22
PY  - 2006///
CY  - London
PB  - Imperial College Press
KW  - Bickel, Peter J.
KW  - Mathematical statistics
KW  - Statistique mathématique
KW  - MATHEMATICS
KW  - Probability & Statistics
KW  - General
KW  - bisacsh
KW  - fast
KW  - Statistik
KW  - gnd
KW  - Electronic books
N1  - Includes bibliographical references and index; 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
N2  - 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 review articles and 6 research articles covering areas including semi-parametric models, data analytical nonparametric methods, statistical learning, network tomography, longitudinal data analysis, financial econometrics, time series, bootstrap and other re-sampling methodologies, statistical comput
UR  - http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=516734
ER  -