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Fundamentals of Exploratory Analysis of Variance

ISBN-10: 0471527351
ISBN-13: 9780471527350
Edition: 1991
List price: $240.00
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Description: The analysis of variance is presented as an exploratory component of data analysis, while retaining the customary least squares fitting methods. Balanced data layouts are used to reveal key ideas and techniques for exploration. The approach  More...

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Book details

List price: $240.00
Copyright year: 1991
Publisher: John Wiley & Sons, Incorporated
Publication date: 9/5/1991
Binding: Hardcover
Pages: 448
Size: 6.50" wide x 9.75" long x 1.00" tall
Weight: 1.782
Language: English

The analysis of variance is presented as an exploratory component of data analysis, while retaining the customary least squares fitting methods. Balanced data layouts are used to reveal key ideas and techniques for exploration. The approach emphasizes both the individual observations and the separate parts that the analysis produces. Most chapters include exercises and the appendices give selected percentage points of the Gaussian, t, F chi-squared and studentized range distributions.

Concepts and Examples in Analysis of Variance
Purposes of Analyzing Data that Come in a Form Inviting Us to Apply Tools from the Analysis of Variance
Preliminary Examination of Data
Types of Factors and Their Structural Layouts
Value-Splitting: Taking the Data Apart
Value-Splitting Involving More Factors
Mean Squares, F Tests, and Estimates of Variance
Graphical Display as an Aid to Analysis
Components of Variance
Which Denominator?
Assessing Changes
Qualitative and Quantitative Confidence
Introduction to Transformation
Appendix
Index

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