書誌事項

Experimental designs

William G. Cochran and Gertrude M. Cox

(Wiley series in probability and mathematical statistics, . Applied probability and statistics)(A Wiley publication in applied statistics)

J. Wiley, c1957

2nd ed

  • : pbk

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

The past six years have seen a substantial increase in the attention paid by research workers to the principles of experimental design. The Second Edition of this handbook brings up to date, while retaining the basic framework that made it so popular. It describes the most useful of the designs that have been developed with accompanying plans and an account of the experimental situations for which each design is most suitable. Examples come from diverse fields of research, with an emphasis on biology and agriculture, two of the authors' specialties. New chapters have been added: one discusses the fractional replication of experiments. A second is concerned with experiments of the factorial type that present new methods and designs in which the factors represent quantitative variables measured on a continuous scale. Other new material includes an introductory account of experimental strategies for finding the levels at which the factors must be set in order to obtain maximum response and coverage of new incomplete block designs.

目次

Methods for Increasing the Accuracy of Experiments. Notes on the Statistical Analysis of the Results. Completely Randomized, Randomized Block, and Latin Square Designs. Factorial Experiments. Confounding. Factorial Experiments in Fractional Replication. Factorial Experiments with Main Effects Confounded: Split-Plot Designs. Factorial Experiments Confounded in Quasi-Latin Squares. Some Methods for the Study of Response Surfaces. Incomplete Block Designs. Lattice Designs. Balanced and Partially Balanced Incomplete Block Designs. Lattice Squares. Incomplete Latin Squares. Analysis of the Results of a Series of Experiments. Random Permutations of 9 and 16 Numbers. Selected Bibliography. List of Author References. Tables of t and F. Index.

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