| Item type | Current location | Collection | Call number | Copy number | Status | Date due | Barcode |
|---|---|---|---|---|---|---|---|
| E-Books | Biblioteca da FCTUNL Online | Não Ficção | QA278.8.SPR FCT 82191 (Browse shelf) | 1 | Available |
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| QA278.8.SPR FCT 80873 Introduction to nonparametric estimation | QA278.8.SPR FCT 81561 Nonparametric statistics for applied research | QA278.8.SPR FCT 81595 Topics in nonparametric statistics | QA278.8.SPR FCT 82191 Deconvolution problems in nonparametric statistics | QA278.8.SPR FCT 82480 Statistics for non-statisticians | QA278.8.SPR FCT 82505 Inverse problems and high-dimensional estimation | QA279.SPR FCT 102519 Design of observational studies |
Colocação: Online
This book gives an introduction to deconvolution problems in nonparametric statistics, e.g. density estimation based on contaminated data, errors-in-variables regression, and image reconstruction. Some real-life applications are discussed while we mainly focus on methodology (description of the estimation procedures) and theory (minimax convergence rates with rigorous proofs and adaptive smoothing parameter selection). In general, we have tried to present the proofs in such manner that only a low level of previous knowledge is needed. An appendix chapter on further results of Fourier analysis is also provided.
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