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- catalog abstract "This book provides a mathematically rigorous treatment of the theory of nonparametric estimation and prediction for stochastic processes. It discusses discrete time and continuous time, and the emphasis is on the kernel methods. Several new results are presented concerning optimal and superoptimal convergence rates. How to implement the method is discussed in detail and several numerical results are presented. This book will be of interest to specialists in mathematical statistics and to those who wish to apply these methods to practical problems involving time series analysis.".
- catalog contributor b9327908.
- catalog created "1996.".
- catalog date "1996".
- catalog date "1996.".
- catalog dateCopyrighted "1996.".
- catalog description "Contents: Synopsis -- Inequalities for Mixing Processes -- Density Estimation for Discrete Time Processes -- Regression Estimation and Prediction for Discrete Time Processes -- Density Estimation for Continuous Time Processes -- Regression Estimates and Prediction in Continuous Time -- Appendix -- Bibliography -- Index.".
- catalog description "Includes bibliographical references and index.".
- catalog description "This book provides a mathematically rigorous treatment of the theory of nonparametric estimation and prediction for stochastic processes. It discusses discrete time and continuous time, and the emphasis is on the kernel methods. Several new results are presented concerning optimal and superoptimal convergence rates. How to implement the method is discussed in detail and several numerical results are presented. This book will be of interest to specialists in mathematical statistics and to those who wish to apply these methods to practical problems involving time series analysis.".
- catalog extent "xii, 169 p. :".
- catalog hasFormat "Nonparametric statistics for stochastic processes.".
- catalog identifier "0387947132 (softcover : alk. paper)".
- catalog isFormatOf "Nonparametric statistics for stochastic processes.".
- catalog isPartOf "Lecture notes in statistics (Springer-Verlag) ; v. 110.".
- catalog isPartOf "Lecture notes in statistics ; 110".
- catalog issued "1996".
- catalog issued "1996.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog relation "Nonparametric statistics for stochastic processes.".
- catalog subject "519.5/4 20".
- catalog subject "Distribution (Probability theory).".
- catalog subject "Mathematics.".
- catalog subject "Nonparametric statistics.".
- catalog subject "QA278.8 .B67 1996".
- catalog subject "Stochastic processes.".
- catalog tableOfContents "Contents: Synopsis -- Inequalities for Mixing Processes -- Density Estimation for Discrete Time Processes -- Regression Estimation and Prediction for Discrete Time Processes -- Density Estimation for Continuous Time Processes -- Regression Estimates and Prediction in Continuous Time -- Appendix -- Bibliography -- Index.".
- catalog title "Nonparametric statistics for stochastic processes : estimation and prediction / D. Bosq.".
- catalog type "text".