Handbook of design and analysis of experiments / edited by Angela Dean, Max Morris, John Stufken, Derek Bingham.

Format:

Book

Contributor:

Dean, Angela, editor.

Morris, Max, 1950- editor.

Stufken, John, editor.

Bingham, Derek, 1968- editor.

CRC Press.

Patrick B. and Anne Gaydosh Hughes Memorial Book Fund.

Series:

Chapman & Hall/CRC handbooks of modern statistical methods

Language:

English

Subjects (All):

Experimental design--Handbooks, manuals, etc.

Experimental design.

Genre:

Handbooks and manuals.

Physical Description:

1 online resource.

polychrome

Place of Publication:

Boca Raton : CRC Press, [2015].

System Details:

text file

Contents:

Cover; Series; Contents; Preface; Editors; Contributors; Section I: General Principles; Chapter 1: History and Overview of Design and Analysis of Experiments; Chapter 2: Introduction to Linear Models; Section II: Designs for Linear Models; Chapter 3: Blocking with Independent Responses; Chapter 4: Crossover Designs; Chapter 5: Response Surface Experiments and Designs; Chapter 6: Design for Linear Regression Models with Correlated Errors; Section III: Designs Accommodating Multiple Factors; Chapter 7: Regular Fractional Factorial Designs; Chapter 8: Multistratum Fractional Factorial Designs

Chapter 9: Nonregular Factorial and Supersaturated DesignsChapter 10: Structures Defined by Factors; Chapter 11: Algebraic Method in Experimental Design; Section IV: Optimal Design for Nonlinear and Spatial Models; Chapter 12: Optimal Design for Nonlinear and Spatial Models: Introduction and Historical Overview; Chapter 13: Designs for Generalized Linear Models; Chapter 14: Designs for Selected Nonlinear Models; Chapter 15: Optimal Design for Spatial Models; Section V: Computer Experiments; Chapter 16: Design of Computer Experiments: Introduction and Background

Chapter 17: Latin Hypercubes and Space-Filling DesignsChapter 18: Design for Sensitivity Analysis; Chapter 19: Expected Improvement Designs; Section VI: Cross-Cutting Issues; Chapter 20: Robustness of Design; Chapter 21: Algorithmic Searches for Optimal Designs; Section VII: Design for Contemporary Applications; Chapter 22: Design for Discrete Choice Experiments; Chapter 23: Plate Designs in High-Throughput Screening Experiments for Drug Discovery; Chapter 24: Up-and-Down Designs for Dose-Finding; Chapter 25: Optimal Design for Event-Related fMRI Studies; Back Cover

Notes:

Includes bibliographical references.

Electronic reproduction. Boca Raton, FL Available via World Wide Web.

Vendor-supplied metadata.

Local Notes:

Acquired for the Penn Libraries with assistance from the Patrick B. and Anne Gaydosh Hughes Memorial Book Fund.

Other Format:

Print version: Dean, Angela Handbook of Design and Analysis of Experiments

ISBN:

9781466504349

146650434X

1466504331

9781466504332

Publisher Number:

99964574716

Access Restriction:

Restricted for use by site license.