國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Multivariate exponential familiesa c...

Bedbur, Stefan.

Multivariate exponential familiesa concise guide to statistical inference /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Multivariate exponential familiesby Stefan Bedbur, Udo Kamps.
其他題名:	a concise guide to statistical inference /
作者:	Bedbur, Stefan.
其他作者:	Kamps, Udo.
出版者:	Cham :Springer International Publishing :2021.
面頁冊數:	x, 142 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Exponential families (Statistics)
電子資源:	https://doi.org/10.1007/978-3-030-81900-2
ISBN:	9783030819002$q(electronic bk.)

Multivariate exponential familiesa concise guide to statistical inference /
Bedbur, Stefan.

Multivariate exponential familiesa concise guide to statistical inference /[electronic resource] :by Stefan Bedbur, Udo Kamps. - Cham :Springer International Publishing :2021. - x, 142 p. :ill., digital ;24 cm. - SpringerBriefs in statistics,2191-5458. - SpringerBriefs in statistics..

Introduction -- Parametrizations and Basic Properties -- Distributional and Statistical Properties -- Parameter Estimation -- Hypotheses Testing -- Exemplary Multivariate Applications.

This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied in the literature on statistical modeling and inference. Exponential families of distributions comprise density functions of a particular form, which enables general assertions and leads to nice features. With a focus on parameter estimation and hypotheses testing, the text introduces the reader to distributional and statistical properties of multivariate and multiparameter exponential families along with a variety of detailed examples. The material is widely self-contained and written in a mathematical setting. It may serve both as a concise, mathematically rigorous course on exponential families in a systematic structure and as an introduction to Mathematical Statistics restricted to the use of exponential families.

ISBN: 9783030819002$q(electronic bk.)

Standard No.: 10.1007/978-3-030-81900-2doiSubjects--Topical Terms:

186319
Exponential families (Statistics)

LC Class. No.: QA276.7 / .B43 2021

Dewey Class. No.: 519.5

Multivariate exponential familiesa concise guide to statistical inference /
LDR:02142nmm a2200337 a 4500 001 610728
003 DE-He213
005 20211007172935.0
006 m d
007 cr nn 008maaau
008 220330s2021 sz s 0 eng d
020 $a 9783030819002$q(electronic bk.)
020 $a 9783030818999$q(paper)
024 7 $a 10.1007/978-3-030-81900-2 $2 doi
035 $a 978-3-030-81900-2
040 $a GP $c GP
041 0 $a eng
050 4 $a QA276.7 $b .B43 2021
072 7 $a PBT $2 bicssc
072 7 $a MAT029000 $2 bisacsh
072 7 $a PBT $2 thema
082 0 4 $a 519.5 $2 23
090 $a QA276.7 $b .B399 2021
100 1 $a Bedbur, Stefan. $3 908907
245 1 0 $a Multivariate exponential families $h [electronic resource] : $b a concise guide to statistical inference / $c by Stefan Bedbur, Udo Kamps.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a x, 142 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in statistics, $x 2191-5458
505 0 $a Introduction -- Parametrizations and Basic Properties -- Distributional and Statistical Properties -- Parameter Estimation -- Hypotheses Testing -- Exemplary Multivariate Applications.
520 $a This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied in the literature on statistical modeling and inference. Exponential families of distributions comprise density functions of a particular form, which enables general assertions and leads to nice features. With a focus on parameter estimation and hypotheses testing, the text introduces the reader to distributional and statistical properties of multivariate and multiparameter exponential families along with a variety of detailed examples. The material is widely self-contained and written in a mathematical setting. It may serve both as a concise, mathematically rigorous course on exponential families in a systematic structure and as an introduction to Mathematical Statistics restricted to the use of exponential families.
650 0 $a Exponential families (Statistics) $3 186319
650 1 4 $a Statistical Theory and Methods. $3 274054
650 2 4 $a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 348605
650 2 4 $a Statistics for Life Sciences, Medicine, Health Sciences. $3 274067
650 2 4 $a Probability and Statistics in Computer Science. $3 274053
700 1 $a Kamps, Udo. $3 908908
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a SpringerBriefs in statistics. $3 557771
856 4 0 $u https://doi.org/10.1007/978-3-030-81900-2
950 $a Mathematics and Statistics (SpringerNature-11649)