TY  - BOOK
AU  - Thompson,James R.
AU  - Tapia,Richard A.
TI  - Nonparametric function estimation, modeling, and simulation
SN  - 9780898712612
U1  - 000SA.09 23
PY  - 1990///
CY  - Philadelphia
PB  - Society for Industrial and Applied Mathematics
KW  - Estimation theory
KW  - Nonparametric statistics
N1  - Includes bibliographical references and index; Chapter 1. Historical background--
Chapter 2. Approaches to nonparametric density estimation--
Chapter 3. Maximum likelihood density estimation--
Chapter 4. Maximum penalized likelihood density estimation--
Chapter 5. Discrete maximum penalized likelihood density estimation--
Chapter 6. Nonparametric density estimation in higher dimensions--
Chapter 7. Nonparametric regression and intensity function estimation--
Chapter 8. Model building: speculative data analysis--
Appendix I--
Appendix II--
Appendix III--
Appendix IV--
Index
N2  - Topics emphasized in this book include nonparametric density estimation as an exploratory device plus the deeper models to which the exploratory analysis points, multi-dimensional data analysis, and analysis of remote sensing data, cancer progression, chaos theory, epidemiological modeling, and parallel based algorithms. New methods discussed are quick nonparametric density estimation based techniques for resampling and simulation based estimation techniques not requiring closed form solutions
ER  -