Optimal estimation of parameters:
"This book presents a comprehensive and consistent theory of estimation. The framework described leads naturally to a generalized maximum capacity estimator. This approach allows the optimal estimation of real-valued parameters, their number and intervals, as well as providing common ground for...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cambridge [u.a.]
Cambridge Univ. Press
2012
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Cover Volltext |
| Zusammenfassung: | "This book presents a comprehensive and consistent theory of estimation. The framework described leads naturally to a generalized maximum capacity estimator. This approach allows the optimal estimation of real-valued parameters, their number and intervals, as well as providing common ground for explaining the power of these estimators. Beginning with a review of coding and the key properties of information, the author goes on to discuss the techniques of estimation and develops the generalized maximum capacity estimator, based on a new form of Shannon's mutual information and channel capacity. Applications of this powerful technique in hypothesis testing and denoising are described in detail. Offering an original and thought-provoking perspective on estimation theory, Jorma Rissanen's book is of interest to graduate students and researchers in the fields of information theory, probability and statistics, econometrics and finance"-- |
| Beschreibung: | Literaturverz. S. [156] - 160 |
| Beschreibung: | VII, 162 S. graph. Darst. |
| ISBN: | 9781107004740 |
Internformat
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| 520 | 1 | |a "This book presents a comprehensive and consistent theory of estimation. The framework described leads naturally to a generalized maximum capacity estimator. This approach allows the optimal estimation of real-valued parameters, their number and intervals, as well as providing common ground for explaining the power of these estimators. Beginning with a review of coding and the key properties of information, the author goes on to discuss the techniques of estimation and develops the generalized maximum capacity estimator, based on a new form of Shannon's mutual information and channel capacity. Applications of this powerful technique in hypothesis testing and denoising are described in detail. Offering an original and thought-provoking perspective on estimation theory, Jorma Rissanen's book is of interest to graduate students and researchers in the fields of information theory, probability and statistics, econometrics and finance"-- | |
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Datensatz im Suchindex
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| author | Rissanen, Jorma 1932-2020 |
| author_GND | (DE-588)170520889 |
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| author_sort | Rissanen, Jorma 1932-2020 |
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| building | Verbundindex |
| bvnumber | BV040977578 |
| ctrlnum | (OCoLC)844090688 (DE-599)GBV688900453 |
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| id | DE-604.BV040977578 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T00:36:39Z |
| institution | BVB |
| isbn | 9781107004740 |
| language | English |
| lccn | 2012007503 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025955645 |
| oclc_num | 844090688 |
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| owner | DE-706 |
| owner_facet | DE-706 |
| physical | VII, 162 S. graph. Darst. |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | Cambridge Univ. Press |
| record_format | marc |
| spelling | Rissanen, Jorma 1932-2020 Verfasser (DE-588)170520889 aut Optimal estimation of parameters Jorma Rissanen Cambridge [u.a.] Cambridge Univ. Press 2012 VII, 162 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Literaturverz. S. [156] - 160 "This book presents a comprehensive and consistent theory of estimation. The framework described leads naturally to a generalized maximum capacity estimator. This approach allows the optimal estimation of real-valued parameters, their number and intervals, as well as providing common ground for explaining the power of these estimators. Beginning with a review of coding and the key properties of information, the author goes on to discuss the techniques of estimation and develops the generalized maximum capacity estimator, based on a new form of Shannon's mutual information and channel capacity. Applications of this powerful technique in hypothesis testing and denoising are described in detail. Offering an original and thought-provoking perspective on estimation theory, Jorma Rissanen's book is of interest to graduate students and researchers in the fields of information theory, probability and statistics, econometrics and finance"-- Parameterschätzung (DE-588)4044614-1 gnd rswk-swf Parameterschätzung (DE-588)4044614-1 s DE-604 DE-601 pdf/application http://www.gbv.de/dms/goettingen/688900453.pdf Inhaltsverzeichnis http://assets.cambridge.org/97811070/04740/cover/9781107004740.jpg Cover DE-601 text/html https://reference-tree.com/book/optimal-estimation-of-parameters?utm_source=gbv&utm_medium=referral&utm_campaign=collabaaatnnn Volltext |
| spellingShingle | Rissanen, Jorma 1932-2020 Optimal estimation of parameters Parameterschätzung (DE-588)4044614-1 gnd |
| subject_GND | (DE-588)4044614-1 |
| title | Optimal estimation of parameters |
| title_auth | Optimal estimation of parameters |
| title_exact_search | Optimal estimation of parameters |
| title_full | Optimal estimation of parameters Jorma Rissanen |
| title_fullStr | Optimal estimation of parameters Jorma Rissanen |
| title_full_unstemmed | Optimal estimation of parameters Jorma Rissanen |
| title_short | Optimal estimation of parameters |
| title_sort | optimal estimation of parameters |
| topic | Parameterschätzung (DE-588)4044614-1 gnd |
| topic_facet | Parameterschätzung |
| url | http://www.gbv.de/dms/goettingen/688900453.pdf http://assets.cambridge.org/97811070/04740/cover/9781107004740.jpg https://reference-tree.com/book/optimal-estimation-of-parameters?utm_source=gbv&utm_medium=referral&utm_campaign=collabaaatnnn |
| work_keys_str_mv | AT rissanenjorma optimalestimationofparameters |
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