Analysis of Messy Data: Volume 2 Nonreplicated Experiments - Nonreplicated Experiments

Analysis of Messy Data: Volume 2 Nonreplicated Experiments - Nonreplicated Experiments

By: Dallas E. Johnson (author), George A. Milliken (author)Hardback

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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.

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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

Product Details

  • publication date: 15/05/1989
  • ISBN13: 9780412063718
  • Format: Hardback
  • Number Of Pages: 208
  • ID: 9780412063718
  • weight: 430
  • ISBN10: 0412063719

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