國立虎尾科技大學 |

Theory and application of uniform experimental designs

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Theory and application of uniform experimental designs/ by Kai-Tai Fang ... [et al.].
其他作者:	Fang, Kai-Tai.
出版者:	Singapore :Springer Singapore : : 2018.,
面頁冊數:	xvi, 300 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Experimental design. -
電子資源:	https://doi.org/10.1007/978-981-13-2041-5
ISBN:	9789811320415

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

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

527680
Experimental design.

LC Class. No.: QA279

Dewey Class. No.: 519.57

Theory and application of uniform experimental designs
LDR:02416nam a2200337 a 4500 001 929215
003 DE-He213
005 20190314145015.0
006 m d
007 cr nn 008maaau
008 190626s2018 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 : $c 2018. $b Springer Singapore : $b Imprint: Springer,
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 527680
650 1 4 $a Statistical Theory and Methods. $3 671396
650 2 4 $a Applied Statistics. $3 1205141
700 1 $a Fang, Kai-Tai. $3 1209613
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Lecture notes in statistics ; $v 205. $3 889359
856 4 0 $u https://doi.org/10.1007/978-981-13-2041-5
950 $a Mathematics and Statistics (Springer-11649)