Introduction to design and analysis of experiments

832 pages, parution le 01/01/1998

Ajouter à une liste

Indisponible

Résumé

Data analysis is an interpretive activity. George Cobb's goals in Introduction to Design and Analysis of Experiments are to explain how to choose sound and suitable design structures and to engage the student in understanding the interpretive and constructive nature of data analysis and experimental design. Developed over years of classroom use, this text can be used as an introduction to statistics emphasizing experimental design. Technical prerequisites are kept to a minimum. It can also be used as an elementary graduate survey course. Cobb's approach and careful exposition allow students to build a deep understanding of statistical concepts over time as they analyze and design experiments. He presents the field of statistics to students as a matrix, rather than a hierarchy, of related concepts. This text introduces the main concepts of statistical thinking in the context of experimental design and ANOVA, allowing the material to be covered in half of the usual time. Introduction to Design and Analysis of Experiments was originally published by Springer-Verlag, New York and is now being reprinted by Key College Publishing. It is available for sale from either publisher.Contents

Introduction to Experimental Design
Informal Analysis and Checking Assumptions
Formal ANOVA: Decomposing the Data and Measuring Variability, Testing Hypotheses and Estimating True Differences
Decisions About the Content of an Experiment
Randomization and the Basic Factorial Design
Interaction and the Principle of Factorial Crossing
The Principle of Blocking
Working with the Four Basic Designs
Extending the Basic Designs by Factorial Crossing
Decomposing a Data Set
Comparisons, Contrasts, and Confidence Intervals
The Fisher Assumptions and How to Check Them
Other Experimental Designs and Models
Continuous Carriers: A Visual Approach to Regression, Correlation and Analysis of Covariance
Sampling Distributions and the Role of the Assumptions

Caractéristiques techniques

	PAPIER
Éditeur(s)	Springer
Parution	01/01/1998
Nb. de pages	832
Format	17,5 x 24
Couverture	Broché
Poids	1073g
Intérieur	Noir et Blanc
EAN13	9781931914079
ISBN13	978-1-931914-07-9