Analysis of Messy Data, Volume II: Nonreplicated Experiments, 1st Edition (Hardback) 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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Hardback: 9780412063718
pub: 1989-05-15
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Description

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 2^n Factorial Treatment Structures

Polynomial Model Approximations

Quadratic Response Surface Models

Appendices

References

Index

Subject Categories

BISAC Subject Codes/Headings:
MAT029000
MATHEMATICS / Probability & Statistics / General