Analysis of Messy Data, Volume II: Nonreplicated Experiments, 1st Edition (Paperback) book cover

Analysis of Messy Data, Volume II

Nonreplicated Experiments, 1st Edition

By George A. Milliken, Dallas E. Johnson

Chapman and Hall/CRC

208 pages

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Researchers often do not analyze nonreplicated experiments statistically because they are unfamiliar with existing statistical methods that may be applicable. Analysis of Messy Data, Volume II details the statistical methods appropriate for nonreplicated experiments and explores ways to use statistical software to make the required computations feasible.

Table of Contents

Analyzing Two-Way Treatment Structures with One Observation Per Treatment Combination. The Multiplicative Interaction Model. More on the Analysis of Multiplicative Interaction Models. Half-Normal Plots. Analyzing a Two-Way Treatment Structure in a Split-Plot Design with No Replications . A Three-Way Treatment Structure with No Replications. 2n Factorial Treatment Structures. Blocking 2n Factorial Treatment Structures. Fractional Replications of 2n Factorial Treatment Structures. Polynomial Model Approximations. Quadratic Response Surface Models. Appendices. References . Index

About the Authors

Milliken, George A.; Johnson, Dallas E.

Subject Categories

BISAC Subject Codes/Headings:
MATHEMATICS / Probability & Statistics / General