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Details for:
Milliken G. Analysis of Messy Data Vol 2. Nonreplicated Experiments 2002
milliken g analysis messy data vol 2 nonreplicated experiments 2002
Type:
E-books
Files:
2
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13.8 MB
Uploaded On:
May 21, 2024, 10:35 a.m.
Added By:
andryold1
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4
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Info Hash:
96B461CD801F99BAC162E206064DBCFB08F27DDA
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Textbook in PDF format 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 Preface Analyzing Two-Way Treatment Structures with One Observation Per Treatment Combination Introduction An Example Model Definition and Parameter Estimation What Can Be Done? A Heuristic Test for Interaction Tukey's Single-Degree-of-Freedom Test for Non-additivity Two-Way Interaction Plots Mandel's Bundle of Straight Lines Model Comparing Mandel's Model and Tukey's Model Generalized Interaction Models Characteristic Root Test for Interaction The Multiplicative Interaction Model Model Definition and Parameter Estimation Selecting an Appropriate Number of Terms to Describe the Interaction More on the Analysis of Multiplicative Interaction Models Estimating o Tests On Main Effects Inferences on the Interaction Parameters Improved Estimation of o in the Multiplicative Interaction Model Simultaneous Tests on the a and y's Half-Normal Plots Construction of Half-Normal Plots Estimating cr from a Half-Normal Plot Use of Half-Normal Plots in Interpreting Nonreplicated Experiments iiiIV CONTENTS Analyzing A Two-Way Treatment Structure in a Split-Plot Design with No Replications A Sausage Example An Incorrect Analysis of the Sausage Data Testing for Sausage Type*Judge Interaction Comparing Sausage Means A Three-Way Treatment Structure with No Replications An Example Testing for Expert*Treatment Interaction Analyzing Treatments for Interaction Treatment Contrasts " Factorial Treatment Structures Notation Main Effects and Interaction Effects Estimating o in " Factorial Experiments Analyzing " Factorial Experiments for Significant Treatment Effects Completing the Analysis Blocking " Factorial Treatment Structures A Experiment in Two Blocks of Size " Factorial Experiments in Two Blocks of Size "-* Ill Analyzing n Factorial Experiments Conducted in Two Blocks of Size "~l Confounding n Factorial Experiments in More Than Two Blocks Analyzing Confounded n Factorial Experiments When Experimental Units Have Been Grouped into More Than Two Blocks An Example Fractional Replications of n Factorial Treatment Structures A One-Half Replicate of a Factorial Experiment A One-Half Replicate of a Factorial Experiment The Analysis of Fractional Factorial Experiments Smaller Fractions of " Factorial Experiments " Factorial Experiments Polynomial Model Approximations A Cautionary Note Choosing a Degree An Example Quadratic Response Surface Models Analyzing a Quadratic Response Surface Model An Example Appendices References Index
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Milliken G. Analysis of Messy Data Vol 1. Designed Experiments 2ed 2009.pdf
6.7 MB
Milliken G. Analysis of Messy Data Vol 2. Nonreplicated Experiments 2002.pdf
7.1 MB
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