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First Course in Design and Analysis of Experiments
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This text, for students needing to prepare and analyze experimental data, gives a balanced presentation of the design and analysis of experiments, teaching students when to use various designs, how to analyze the results, and how to recognize various design options. The book is also fully oriented toward the use of statistical software in analyzing experiments, and the companion web site offers data sets for most of the exercises in the text.Content: Introduction Randomization and Design Completely Randomized Designs Looking for Specific Differences-Contrasts Multiple comparisons Checking Assu...
This text, for students needing to prepare and analyze experimental data, gives a balanced presentation of the design and analysis of experiments, teaching students when to use various designs, how to analyze the results, and how to recognize various design options. The book is also fully oriented toward the use of statistical software in analyzing experiments, and the companion web site offers data sets for most of the exercises in the text.
Content:
Introduction
Randomization and Design
Completely Randomized Designs
Looking for Specific Differences-Contrasts
Multiple comparisons
Checking Assumptions
Power and Sample Size
Factorial Treatment Structur
A Closer Look at Factorial Data
Further Topics in Factorials
Random Effects
Random Effects in Factorials
Complete Block Designs
Incomplete Block Designs
Factorials in Incomplete Blocks-Confounding
Split Plot Designs
Choosing a Block Design
Designs with Covariates
Fractional Factorials
Response Surface Designs
Mixture Experiments
Freestyle
Appendixes
Content:
Introduction
Randomization and Design
Completely Randomized Designs
Looking for Specific Differences-Contrasts
Multiple comparisons
Checking Assumptions
Power and Sample Size
Factorial Treatment Structur
A Closer Look at Factorial Data
Further Topics in Factorials
Random Effects
Random Effects in Factorials
Complete Block Designs
Incomplete Block Designs
Factorials in Incomplete Blocks-Confounding
Split Plot Designs
Choosing a Block Design
Designs with Covariates
Fractional Factorials
Response Surface Designs
Mixture Experiments
Freestyle
Appendixes