Asymptotic Statistics: Cambridge Series in Statistical and Probabilistic Mathematics, cartea 3
Autor A. W. van der Vaarten Limba Engleză Paperback – 18 iun 2000
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Specificații
ISBN-13: 9780521784504
ISBN-10: 0521784506
Pagini: 462
Ilustrații: 14 b/w illus. 8 tables
Dimensiuni: 173 x 231 x 27 mm
Greutate: 0.8 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Cambridge Series in Statistical and Probabilistic Mathematics
Locul publicării:New York, United States
ISBN-10: 0521784506
Pagini: 462
Ilustrații: 14 b/w illus. 8 tables
Dimensiuni: 173 x 231 x 27 mm
Greutate: 0.8 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Cambridge Series in Statistical and Probabilistic Mathematics
Locul publicării:New York, United States
Cuprins
1. Introduction; 2. Stochastic convergence; 3. The delta-method; 4. Moment estimators; 5. M- and Z-estimators; 6. Contiguity; 7. Local asymptotic normality; 8. Efficiency of estimators; 9. Limits of experiments; 10. Bayes procedures; 11. Projections; 12. U-statistics; 13. Rank, sign, and permutation statistics; 14. Relative efficiency of tests; 15. Efficiency of tests; 16. Likelihood ratio tests; 17. Chi-square tests; 18. Stochastic convergence in metric spaces; 19. Empirical processes; 20. The functional delta-method; 21. Quantiles and order statistics; 22. L-statistics; 23. The bootstrap; 24. Nonparametric density estimation; 25. Semiparametric models.
Recenzii
'The book is extremely well written and clear … it is comprehensive and has an abundant supply of worked examples … anyone who is genuinely interested in learning about some of the recent developments in asymptotic statistics and their potential applications should have a copy of this book.' Biometrics
'I recommend this book to every advanced Master's student, Ph.D. student or researcher in mathematical statistics.' Kwantitatieve methoden
'I recommend this book to every advanced Master's student, Ph.D. student or researcher in mathematical statistics.' Kwantitatieve methoden
Descriere
A mathematically rigorous, practical introduction presenting standard topics plus research.