《均勻實驗設計的理論和套用（英文版）》是2018年科學出版社出版的圖書，作者是Kai-Tai Fang（方開泰）、Min-Qian Liu（劉民千）、Hong Qin（覃紅）、Yong-Dao Zhou（周永道）。
基本介紹
- 中文名：均勻實驗設計的理論和套用（英文版）
- 作者：Kai-Tai Fang（方開泰）、Min-Qian Liu（劉民千）、Hong Qin（覃紅）、Yong-Dao Zhou（周永道）
- ISBN：9787030591104
- 類別：數學
- 出版社：科學出版社
- 出版時間：2018-01
內容簡介,圖書目錄,
內容簡介
《均勻試驗設計的理論和套用（英文版）》 provides necessary knowledge for readers interested in developing thetheory of uniform experimental design. It discusses measures of uniformity， variousconstruction methods of uniform designs， modeling techniques， design and modelingfor experiments with mixtures， and the usefulness of the uniformity in block， factorialand supersaturated designs.
Experimental design is an important branch of statistics with a long history， and isextremely useful in multi-factor experiments. Involving rich methodologies and vari-ous designs， it has played a key role in industry， technology， sciences and variousother fields. A design that chooses experimental points uniformly scattered on thedomain is known as uniform experimental design， and uniform experimental designcan be regarded as a fractional factorial design with model uncertainty， a space-fillingdesign for computer experiments， a robust design against the model specificaion， anda supersaturated design and can be applied to experiments with mixtures.
圖書目錄
1 Introduction
2 Uniformity Criteria
3 Construction of Uniform Designs—Deterministic Methods
4 Construction of Uniform Designs—Algorithmic Optimization Methods
5 Modeling Techniques
6 Connections Between Uniformity and Other Design Criteria
7 Applications of Uniformity in Other Design Types
8 Uniform Design for Experiments with Mixtures
Subject Index
