کتابخانه دیجیتال فوركيا

کتابخانه دیجیتال فوركيا

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Design and Analysis of Experiments with R


Design and Analysis of Experiments with R

Title: Design and Analysis of Experiments with R | Author(s): Lawson, J. | Publisher: CRC Press | Year: 2014 | Language: English Pages : 620 | Size: 6 MB | Extension: pdf

 

Design and Analysis of Experiments with R presents a unified treatment of experimental designs and design concepts commonly used in practice. It connects the objectives of research to the type of experimental design required, describes the process of creating the design and collecting the data, shows how to perform the proper analysis of the data, and illustrates the interpretation of results.


Drawing on his many years of working in the pharmaceutical, agricultural, industrial chemicals, and machinery industries, the author teaches students how to:

Make an appropriate design choice based on the objectives of a research project Create a design and perform an experiment Interpret the results of computer data analysis 

The book emphasizes the connection among the experimental units, the way treatments are randomized to experimental units, and the proper error term for data analysis. R code is used to create and analyze all the example experiments. The code examples from the text are available for download on the author’s website, enabling students to duplicate all the designs and data analysis.

Intended for a one-semester or two-quarter course on experimental design, this text covers classical ideas in experimental design as well as the latest research topics. It gives students practical guidance on using R to analyze experimental data.

 

Table of contents :
Introduction..............1
Completely Randomized Designs with One Factor..............17
Factorial Designs..............55
Randomized Block Designs..............113
Designs to Study Variances..............141
Fractional Factorial Designs..............193
Incomplete and Confounded Block Designs..............261
SplitPlot Designs..............307

 


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