Functional estimation for density, regression models and processes:
This book presents a unified approach on nonparametric estimators for models of independent observations, jump processes and continuous processes. New estimators are defined and their limiting behavior is studied. From a practical point of view, the book expounds on the construction of estimators fo...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific Pub. Co.
c2011
|
| Schlagworte: | |
| Online-Zugang: | FHN01 URL des Erstveroeffentlichers |
| Zusammenfassung: | This book presents a unified approach on nonparametric estimators for models of independent observations, jump processes and continuous processes. New estimators are defined and their limiting behavior is studied. From a practical point of view, the book expounds on the construction of estimators for functionals of processes and densities, and provides asymptotic expansions and optimality properties from smooth estimators. It also presents new regular estimators for functionals of processes, compares histogram and kernel estimators, compares several new estimators for single-index models, and it examines the weak convergence of the estimators |
| Beschreibung: | ix, 199 p |
| ISBN: | 9789814343749 |
Internformat
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Datensatz im Suchindex
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| any_adam_object | |
| author | Pons, Odile |
| author_facet | Pons, Odile |
| author_role | aut |
| author_sort | Pons, Odile |
| author_variant | o p op |
| building | Verbundindex |
| bvnumber | BV044638439 |
| collection | ZDB-124-WOP |
| ctrlnum | (ZDB-124-WOP)00001537 (OCoLC)1012735086 (DE-599)BVBBV044638439 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV044638439 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:57:53Z |
| institution | BVB |
| isbn | 9789814343749 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030036413 |
| oclc_num | 1012735086 |
| open_access_boolean | |
| owner | DE-92 |
| owner_facet | DE-92 |
| physical | ix, 199 p |
| psigel | ZDB-124-WOP ZDB-124-WOP FHN_PDA_WOP |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | World Scientific Pub. Co. |
| record_format | marc |
| spelling | Pons, Odile Verfasser aut Functional estimation for density, regression models and processes Odile Pons Singapore World Scientific Pub. Co. c2011 ix, 199 p txt rdacontent c rdamedia cr rdacarrier This book presents a unified approach on nonparametric estimators for models of independent observations, jump processes and continuous processes. New estimators are defined and their limiting behavior is studied. From a practical point of view, the book expounds on the construction of estimators for functionals of processes and densities, and provides asymptotic expansions and optimality properties from smooth estimators. It also presents new regular estimators for functionals of processes, compares histogram and kernel estimators, compares several new estimators for single-index models, and it examines the weak convergence of the estimators Mathematical statistics Econometrics Estimation theory Nichtparametrische Schätzung (DE-588)4203980-0 gnd rswk-swf Kernschätzung (DE-588)4353527-6 gnd rswk-swf Nichtparametrische Schätzung (DE-588)4203980-0 s Kernschätzung (DE-588)4353527-6 s 1\p DE-604 Erscheint auch als Druck-Ausgabe 9789814343732 Erscheint auch als Druck-Ausgabe 9814343730 http://www.worldscientific.com/worldscibooks/10.1142/8124#t=toc Verlag URL des Erstveroeffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Pons, Odile Functional estimation for density, regression models and processes Mathematical statistics Econometrics Estimation theory Nichtparametrische Schätzung (DE-588)4203980-0 gnd Kernschätzung (DE-588)4353527-6 gnd |
| subject_GND | (DE-588)4203980-0 (DE-588)4353527-6 |
| title | Functional estimation for density, regression models and processes |
| title_auth | Functional estimation for density, regression models and processes |
| title_exact_search | Functional estimation for density, regression models and processes |
| title_full | Functional estimation for density, regression models and processes Odile Pons |
| title_fullStr | Functional estimation for density, regression models and processes Odile Pons |
| title_full_unstemmed | Functional estimation for density, regression models and processes Odile Pons |
| title_short | Functional estimation for density, regression models and processes |
| title_sort | functional estimation for density regression models and processes |
| topic | Mathematical statistics Econometrics Estimation theory Nichtparametrische Schätzung (DE-588)4203980-0 gnd Kernschätzung (DE-588)4353527-6 gnd |
| topic_facet | Mathematical statistics Econometrics Estimation theory Nichtparametrische Schätzung Kernschätzung |
| url | http://www.worldscientific.com/worldscibooks/10.1142/8124#t=toc |
| work_keys_str_mv | AT ponsodile functionalestimationfordensityregressionmodelsandprocesses |