Empirical Processes with Applications to Statistics

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· 제목 : Empirical Processes with Applications to Statistics (Paperback, Revised)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9780898716849
· 쪽수 : 948쪽
· 출판일 : 2009-09-24

Preface to Classics Edition
Preface
List of Tables
List of Special Symbols
Chapter 1: Introduction and Survey of Results
Chapter 2: Foundations, Special Spaces and Special Processes
Chapter 3: Convergence and Distributions of Empirical Processes
Chapter 4: Alternatives and Processes of Residuals
Chapter 5: Integral Test of Fit and Estimated Empirical Process
Chapter 6: Martingale Methods
Chapter 7: Censored data
the Product-Limit Estimator
Chapter 8: Poisson and Exponential Representations
Chapter 9: Some Exact Distributions
Chapter 10: Linear and Nearly Linear Bounds on the Empirical Distribution Function Gn
Chapter 11: Exponential Inequalities and ??/q? -Metric Convergence of Un and Vn
Chapter 12: The Hungarian Constructions of Kn, Un, and Vn
Chapter 13: Laws of the Iterated Logarithm Associated with Un and Vn
Chapter 14: Oscillations of the Empirical Process
Chapter 15: The Uniforma Empirical Difference Process Dn?Un + Vn
Chapter 16: The Normalized Uniform Empirical Process Zn and the Normalized Uniform Quantile Process
Chapter 17: The Uniform Empirical Process Indexed by Intervals and Functions
Chapter 18: The Standardized Quantile Process Qn
Chapter 19: L-Statistics
Chapter 20: Rank Statistics
Chapter 21: Spacing
Chapter 22: Symmetry
Chapter 23: Further Applications
Chapter 24: Large Deviations
Chapter 25: Independent but not Identically Distributed Random Variable
Chapter 26: Empirical Measures and Processes for General Spaces
Appendix A: Inequalities and Miscellaneous
Appendix B: Counting Processes Martingales
Errata
References
Author Index
Subject Index