國立高雄大學圖資館 |

Language: English

Back

Theory and application of uniform ex...

Fang, Kai-Tai.

Theory and application of uniform experimental designs

Record Type:	Electronic resources : Monograph/item
Title/Author:	Theory and application of uniform experimental designsby Kai-Tai Fang ... [et al.].
other author:	Fang, Kai-Tai.
Published:	Singapore :Springer Singapore :2018.
Description:	xvi, 300 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Experimental design.
Online resource:	https://doi.org/10.1007/978-981-13-2041-5
ISBN:	9789811320415$q(electronic bk.)

Theory and application of uniform experimental designs
Theory and application of uniform experimental designs[electronic resource] /by Kai-Tai Fang ... [et al.]. - Singapore :Springer Singapore :2018. - xvi, 300 p. :ill. (some col.), digital ;24 cm. - Lecture notes in statistics,v.2210930-0325 ;. - Lecture notes in statistics ;205..

Introduction -- Uniformity Criteria -- Construction of Uniform Designs-Deterministic Methods -- Construction of Uniform Designs-Algorithmic Optimization Methods -- Modeling Techniques -- Connections Between Uniformity and Other Design Criteria -- Applications of Uniformity in Other Design Types -- Uniform Design for Experiments with Mixtures.

The book provides necessary knowledge for readers interested in developing the theory of uniform experimental design. It discusses measures of uniformity, various construction methods of uniform designs, modeling techniques, design and modeling for experiments with mixtures, and the usefulness of the uniformity in block, factorial and supersaturated designs. Experimental design is an important branch of statistics with a long history, and is extremely useful in multi-factor experiments. Involving rich methodologies and various designs, it has played a key role in industry, technology, sciences and various other fields. A design that chooses experimental points uniformly scattered on the domain is known as uniform experimental design, and uniform experimental design can be regarded as a fractional factorial design with model uncertainty, a space-filling design for computer experiments, a robust design against the model specification, and a supersaturated design and can be applied to experiments with mixtures.

ISBN: 9789811320415$q(electronic bk.)

Standard No.: 10.1007/978-981-13-2041-5doiSubjects--Topical Terms:

181887
Experimental design.

LC Class. No.: QA279

Dewey Class. No.: 519.57

Theory and application of uniform experimental designs
LDR:02416nmm a2200337 a 4500 001 544764
003 DE-He213
005 20190314145015.0
006 m d
007 cr nn 008maaau
008 190508s2018 si s 0 eng d
020 $a 9789811320415$q(electronic bk.)
020 $a 9789811320408$q(paper)
024 7 $a 10.1007/978-981-13-2041-5 $2 doi
035 $a 978-981-13-2041-5
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 519.57 $2 23
090 $a QA279 $b .T396 2018
245 0 0 $a Theory and application of uniform experimental designs $h [electronic resource] / $c by Kai-Tai Fang ... [et al.].
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2018.
300 $a xvi, 300 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in statistics, $x 0930-0325 ; $v v.221
505 0 $a Introduction -- Uniformity Criteria -- Construction of Uniform Designs-Deterministic Methods -- Construction of Uniform Designs-Algorithmic Optimization Methods -- Modeling Techniques -- Connections Between Uniformity and Other Design Criteria -- Applications of Uniformity in Other Design Types -- Uniform Design for Experiments with Mixtures.
520 $a The book provides necessary knowledge for readers interested in developing the theory of uniform experimental design. It discusses measures of uniformity, various construction methods of uniform designs, modeling techniques, design and modeling for experiments with mixtures, and the usefulness of the uniformity in block, factorial and supersaturated designs. Experimental design is an important branch of statistics with a long history, and is extremely useful in multi-factor experiments. Involving rich methodologies and various designs, it has played a key role in industry, technology, sciences and various other fields. A design that chooses experimental points uniformly scattered on the domain is known as uniform experimental design, and uniform experimental design can be regarded as a fractional factorial design with model uncertainty, a space-filling design for computer experiments, a robust design against the model specification, and a supersaturated design and can be applied to experiments with mixtures.
650 0 $a Experimental design. $3 181887
650 1 4 $a Statistical Theory and Methods. $3 274054
650 2 4 $a Applied Statistics. $3 805583
700 1 $a Fang, Kai-Tai. $3 823449
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Lecture notes in statistics ; $v 205. $3 559233
856 4 0 $u https://doi.org/10.1007/978-981-13-2041-5
950 $a Mathematics and Statistics (Springer-11649)