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Computation for the Analysis of Designed Experiments : Wiley Series in Probability and Statistics - Richard Heiberger

Computation for the Analysis of Designed Experiments

Wiley Series in Probability and Statistics

Hardcover Published: 8th September 1989
ISBN: 9780471827351
Number Of Pages: 704

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This book addresses the statistical, mathematical, and computational aspects of the construction of packages and analysis of variance (ANOVA) programs. It includes a disk at the back of the book that contains all program codes in four languages, APL, BASIC, C, and FORTRAN, and presents illustrations of the dual space geometry for all designs, including confounded designs. The work has been aimed at statisticians, computer scientists, applied mathematicians, engineers, systems analysts and physicists.

COMPARATIVE STUDIES AND DESIGNED EXPERIMENTS.

Simple Designed Experiments.

PROGRAMMING SYSTEMS.

User-Level Considerations.

Design of Individual Programs.

Construction of Program Systems.

LEAST SQUARES AND ANALYSIS OF VARIANCE.

Projection and the Least Squares Method.

Geometry of Hypothesis Testing.

Algorithm Descriptions--Wilkinson's SWEEP.

Algorithm Description--Beaton's SWP.

Yates' Algorithm for Factorial Designs.

Matrix Decompositions.

INTERPRETATION OF DESIGN SPECIFICATIONS.

Algebra of Design Specification Statements.

Grammar for Design Specification Statements.

Programs for Compilation of Design Specification Statements.

ANALYSIS OF DESIGNED EXPERIMENTS.

Specification of Hypothesis Tests for Designed Experiments.

Blocking and Confounding.

Analysis of Covariance.

Generally Balanced Designs.

Appendix.

Bibliography.

Index.

ISBN: 9780471827351
ISBN-10: 0471827355
Series: Wiley Series in Probability and Statistics
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 704
Published: 8th September 1989
Country of Publication: US
Dimensions (cm): 24.3 x 16.1  x 3.6
Weight (kg): 1.06
Edition Number: 1