東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Linear models and design

Beder, Jay H.

Linked to FindBook

Google Book

Amazon

博客來

Linear models and design

Record Type:	Electronic resources : Monograph/item
Title/Author:	Linear models and design/ by Jay H. Beder.
Author:	Beder, Jay H.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	xxi, 343 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Linear models (Statistics) -
Online resource:	https://doi.org/10.1007/978-3-031-08176-7
ISBN:	9783031081767

Linear models and design
Beder, Jay H.

Linear models and design[electronic resource] /by Jay H. Beder. - Cham :Springer International Publishing :2022. - xxi, 343 p. :ill., digital ;24 cm.

This book is designed as a textbook for graduate students and as a resource for researchers seeking a thorough mathematical treatment of its subject. It develops the main results of regression and the analysis of variance, as well as the central results on confounded and fractional factorial experiments. Matrix theory is deemphasized; its role is taken instead by the theory of linear transformations between vector spaces. The text gives a carefully paced and unified presentation of two topics, linear models and experimental design. Students are assumed to have a solid background in linear algebra, basic knowledge of regression and analysis of variance, and some exposure to experimental design, and should be comfortable with reading and constructing mathematical proofs. The book leads students into the mathematical theory, including many examples both for motivation and for illustration. Over 130 exercises of varying difficulty are included. An extensive mathematical appendix and a detailed index make the text especially accessible. Linear Models and Design can serve as a textbook for a year-long course in the topics covered, or for a one-semester course in either linear model theory or experimental design. It prepares students for more advanced topics in the field, and assists in developing a thoughtful approach to the existing literature. It includes a guide to terminology as well as discussion of the history and development of ideas, and offers a fresh perspective on the fundamental concepts and results of the subject.

ISBN: 9783031081767

Standard No.: 10.1007/978-3-031-08176-7doiSubjects--Topical Terms:

533190
Linear models (Statistics)

LC Class. No.: QA279

Dewey Class. No.: 519.5

Linear models and design
LDR:02464nmm a2200313 a 4500 001 2305794
003 DE-He213
005 20221114230704.0
006 m d
007 cr nn 008maaau
008 230409s2022 sz s 0 eng d
020 $a 9783031081767 $q (electronic bk.)
020 $a 9783031081750 $q (paper)
024 7 $a 10.1007/978-3-031-08176-7 $2 doi
035 $a 978-3-031-08176-7
040 $a GP $c GP
041 0 $a eng
050 4 $a QA279
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 QA279 $b .B411 2022
100 1 $a Beder, Jay H. $3 3609230
245 1 0 $a Linear models and design $h [electronic resource] / $c by Jay H. Beder.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a xxi, 343 p. : $b ill., digital ; $c 24 cm.
520 $a This book is designed as a textbook for graduate students and as a resource for researchers seeking a thorough mathematical treatment of its subject. It develops the main results of regression and the analysis of variance, as well as the central results on confounded and fractional factorial experiments. Matrix theory is deemphasized; its role is taken instead by the theory of linear transformations between vector spaces. The text gives a carefully paced and unified presentation of two topics, linear models and experimental design. Students are assumed to have a solid background in linear algebra, basic knowledge of regression and analysis of variance, and some exposure to experimental design, and should be comfortable with reading and constructing mathematical proofs. The book leads students into the mathematical theory, including many examples both for motivation and for illustration. Over 130 exercises of varying difficulty are included. An extensive mathematical appendix and a detailed index make the text especially accessible. Linear Models and Design can serve as a textbook for a year-long course in the topics covered, or for a one-semester course in either linear model theory or experimental design. It prepares students for more advanced topics in the field, and assists in developing a thoughtful approach to the existing literature. It includes a guide to terminology as well as discussion of the history and development of ideas, and offers a fresh perspective on the fundamental concepts and results of the subject.
650 0 $a Linear models (Statistics) $3 533190
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-031-08176-7
950 $a Mathematics and Statistics (SpringerNature-11649)