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Two-Way Analysis of Variance Thomas W. MacFarland

Two-Way Analysis of Variance By Thomas W. MacFarland

Two-Way Analysis of Variance by Thomas W. MacFarland


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Summary

In statistics, analysis of variance (ANOVA) is a collection of statistical models used to distinguish between an observed variance in a particular variable and its component parts.

Two-Way Analysis of Variance Summary

Two-Way Analysis of Variance: Statistical Tests and Graphics Using R by Thomas W. MacFarland

In statistics, analysis of variance (ANOVA) is a collection of statistical models used to distinguish between an observed variance in a particular variable and its component parts. In its simplest form, ANOVA provides a statistical test of whether or not the means of several groups are all equal, and therefore generalizes a test between these groups. One test often used by statisticians and researchers in their work is the Two-Way ANOVA, which determines the differences--and possible interactions--when variables are presented from the perspective of two or more categories. When a Two-Way ANOVA is implemented, it enables one to compare and contrast variables resulting from independent or joint actions. This brief provides guidance on how R can be used to facilitate Two-Way ANOVA for data analysis and graphical presentation. Along with instruction on the use of R and R syntax associated with Two-Way ANOVA, this brief will also reinforce the use of descriptive statistics and graphical figures to complement outcomes from parametric Two-Way ANOVA.

Two-Way Analysis of Variance Reviews

This book provides a detailed description of the use of R code with examples for statistical tests and graphics in two-way analysis of variance in four chapters. ... It is a great softcover book for self-learning and self-training at a modest price. (Subir Ghosh, Technometrics, Vol. 56 (4), November, 2014)

About Thomas W. MacFarland

Thomas W. MacFarland

Senior Research Associate and Associate Professor

Nova Southeastern University Office of Institutional Effectiveness

Fort Lauderdale, FL 33314 [email protected]

Table of Contents

1. Introduction.2. Data Import or Data Entry3. Data Organization4. Display the Code Book5. Conduct a Visual Data Check6. Descriptive Analysis of the Data.

Additional information

NLS9781461421337
9781461421337
1461421330
Two-Way Analysis of Variance: Statistical Tests and Graphics Using R by Thomas W. MacFarland
New
Paperback
Springer-Verlag New York Inc.
2011-12-09
150
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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