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· 제목 : Nonparametric Function Estimation, Modeling, and Simulation (Paperback)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9780898712612
· 쪽수 : 320쪽
· 출판일 : 1987-01-01
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 확률과 통계 > 일반
· ISBN : 9780898712612
· 쪽수 : 320쪽
· 출판일 : 1987-01-01
목차
- Chapter 1: Historical Background
- Chapter 2: Some Approaches to Nonparametric Density Estimation
- Chapter 3: Maximum Likelihood Density Estimation
- Chapter 4: Maximum Penalized Likelihood Density Estimation
- Chapter 5: Discrete Maximum Penalized Likelihood Estimation
- Chapter 6: Nonparametric Density of Estimation in Higher Dimensions
- Chapter 7: Nonparametric Regression and Intensity Function Estimation
- Chapter 8: Model Building and Speculative Data Analysis
- Appendix I: An Introduction to Mathematical Optimization Theory
- Appendix II: Numerical Solution of Constrained Optimization Problems
- Appendix III: Optimization Algorithms for Noisy Problems
- Appendix IV: A Brief Primer in Simulation
- Index.
