Cargando…
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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge :
Cambridge University Press,
2012.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000 a 4500 | ||
|---|---|---|---|
| 001 | EBSCO_ocn796796345 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 120626s2012 enk o 000 0 eng d | ||
| 040 | |a N$T |b eng |e pn |c N$T |d IDEBK |d EBLCP |d CDX |d COO |d MERUC |d UIU |d YDXCP |d E7B |d OCLCQ |d CAMBR |d DEBSZ |d OCLCQ |d OCLCF |d OCLCQ |d UAB |d OCLCQ |d AU@ |d OCLCQ |d S8J |d OCLCQ |d LUN |d OCLCQ |d OCLCO |d YDX |d CUS |d OCLCQ |d UKAHL |d OCLCO |d OCLCQ |d INARC |d OCLCO | ||
| 019 | |a 795895625 |a 817090626 |a 1168406322 | ||
| 020 | |a 9781139518505 |q (electronic bk.) | ||
| 020 | |a 113951850X |q (electronic bk.) | ||
| 020 | |a 9780511791635 |q (electronic bk.) | ||
| 020 | |a 0511791631 |q (electronic bk.) | ||
| 020 | |a 1280773960 | ||
| 020 | |a 9781280773969 | ||
| 020 | |a 9781139516648 | ||
| 020 | |a 1139516647 | ||
| 020 | |z 9781107004740 | ||
| 020 | |z 1107004748 | ||
| 024 | 8 | |a 9786613684738 | |
| 029 | 1 | |a AU@ |b 000052905646 | |
| 029 | 1 | |a CHNEW |b 000601394 | |
| 029 | 1 | |a DEBSZ |b 379328178 | |
| 035 | |a (OCoLC)796796345 |z (OCoLC)795895625 |z (OCoLC)817090626 |z (OCoLC)1168406322 | ||
| 050 | 4 | |a QA276.8 |b .R57 2012eb | |
| 072 | 7 | |a MAT |x 029000 |2 bisacsh | |
| 072 | 7 | |a GPF |2 bicssc | |
| 082 | 0 | 4 | |a 519.5/44 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Rissanen, Jorma, |e author. | |
| 245 | 1 | 0 | |a Optimal estimation of parameters / |c Jorma Rissanen, Tampere University of Technology, Helsinki Institute for Information Technology. |
| 260 | |a Cambridge : |b Cambridge University Press, |c 2012. | ||
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 520 | |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"-- |c Provided by publisher | ||
| 505 | 0 | |a Cover; OPTIMAL ESTIMATION OF PARAMETERS; Title; Copyright; Contents; Preface; 1: Introduction; Part I: Coding and information; 2: Basics of coding; 2.1 Coding and probability; 2.2 Coding and entropy; 2.3 Huffman's code; 2.4 Codes as number representations; 2.4.1 Arithmetic codes; 3: Basics of information; 3.1 Main definitions; 3.2 Mutual information; 3.2.1 Expected mutual information; 3.2.2 Maximum estimation information; Part II: Estimation; 4: Modeling problems; 4.1 Models; 4.2 General comments on estimation; 4.3 Maximum capacity; 4.4 Necessary conditions for optimality. | |
| 588 | 0 | |a Print version record. | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Estimation theory. | |
| 650 | 6 | |a Théorie de l'estimation. | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Estimation theory |2 fast | |
| 776 | 0 | 8 | |i Print version: |a Rissanen, Jorma. |t Optimal estimation of parameters. |d Cambridge : Cambridge University Press, 2012 |z 9781107004740 |w (DLC) 2012007503 |w (OCoLC)779244870 |
| 856 | 4 | 0 | |u https://ebsco.uam.elogim.com/login.aspx?direct=true&scope=site&db=nlebk&AN=458627 |z Texto completo |
| 938 | |a Internet Archive |b INAR |n optimalestimatio0000riss | ||
| 938 | |a Askews and Holts Library Services |b ASKH |n AH23983060 | ||
| 938 | |a Coutts Information Services |b COUT |n 22677265 |c 55.00 GBP | ||
| 938 | |a ProQuest Ebook Central |b EBLB |n EBL944714 | ||
| 938 | |a ebrary |b EBRY |n ebr10578287 | ||
| 938 | |a EBSCOhost |b EBSC |n 458627 | ||
| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n 368473 | ||
| 938 | |a YBP Library Services |b YANK |n 9245284 | ||
| 938 | |a YBP Library Services |b YANK |n 8796406 | ||
| 938 | |a YBP Library Services |b YANK |n 9315838 | ||
| 938 | |a YBP Library Services |b YANK |n 9246605 | ||
| 994 | |a 92 |b IZTAP | ||