Computation for the Analysis of Designed Experiments

AvRichard Heiberger

Inbunden, Engelska, 1989

Del 194 i serien Wiley Series in Probability and Statistics

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Beskrivning

Addresses the statistical, mathematical, and computational aspects of the construction of packages and analysis of variance (ANOVA) programs. Includes a disk at the back of the book that contains all program codes in four languages, APL, BASIC, C, and FORTRAN. Presents illustrations of the dual space geometry for all designs, including confounded designs.

Produktinformation

Utgivningsdatum:1989-11-01
Mått:161 x 243 x 36 mm
Vikt:1 077 g
Format:Inbunden
Språk:Engelska
Serie:Wiley Series in Probability and Statistics
Antal sidor:704
Förlag:John Wiley & Sons Inc
ISBN:9780471827351

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Richard Heiberger is the author of Computation for the Analysis of Designed Experiments, published by Wiley.

Innehållsförteckning

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.