Randomization Tests: Statistics: A Series of Textbooks and Monographs
Autor Eugene Edgington, Patrick Onghenaen Limba Engleză Paperback – 30 iun 2020
Building on the previous editions that have served as standard textbooks for more than twenty-five years, Randomization Tests, Fourth Edition includes downloadable resources of up-to-date randomization test programs that facilitate application of the tests to experimental data. This CD-ROM enables students to work out problems that have been added to the chapters and helps professors teach the basics of randomization tests and devise tasks for assignments and examinations.
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Specificații
ISBN-13: 9780367577711
ISBN-10: 0367577712
Pagini: 376
Dimensiuni: 156 x 234 x 35 mm
Greutate: 0.45 kg
Ediția:4
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Statistics: A Series of Textbooks and Monographs
ISBN-10: 0367577712
Pagini: 376
Dimensiuni: 156 x 234 x 35 mm
Greutate: 0.45 kg
Ediția:4
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Statistics: A Series of Textbooks and Monographs
Public țintă
UndergraduateCuprins
Statistical Tests That Do Not Require Random Sampling. Randomized Experiments. Calculating P-Values. Between-Subjects Designs. Factorial Designs. Repeated-Measures and Randomized Block Designs. Multivariate Designs. Correlation. Trend Tests. Matching and Proximity Experiments. N-of-1 Designs. Tests of Quantitative Laws. Tests of Direction and Magnitude of Effect. Fundamentals of Validity. General Guidelines and Software Availability.
Notă biografică
Eugene Edgington, Patrick Onghena
Recenzii
“…Overall, this is an interesting and well-written book that provides a useful discussion of the theory, design, and application of randomization tests, illustrated with appropriate examples using experimental data. The end-of-chapter questions and exercises make it useful also as a textbook for college students. It should be of interest for every experimenter who is interested in randomization or permutation tests or is skeptical about the reliability of the assumptions of parametric tests.”
—Andreas Karlsson (Uppsala University), Journal of the Royal Statistical Society
“…Overall, this is an interesting and well-written book that provides a useful discussion of the theory, design, and application of randomization tests, illustrated with appropriate examples using experimental data. The end-of-chapter questions and exercises make it useful also as a textbook for college students. It should be of interest for every experimenter who is interested in randomization or permutation tests or is skeptical about the reliability of the assumptions of parametric tests.”
—Andreas Karlsson (Uppsala University), Journal of the Royal Statistical Society
"I believe Randomization Tests will be useful for those researchers who often work with data that are not compatible with the usual parametric assumptions (e.g., normality). In these cases, the permutation and randomization tests discussed in the text are more appropriate and more reliable."
– Michael Sherman, Texas A&M University, in Journal of the American Statistical Association, June 2009, Vol. 104, No. 486
—Andreas Karlsson (Uppsala University), Journal of the Royal Statistical Society
“…Overall, this is an interesting and well-written book that provides a useful discussion of the theory, design, and application of randomization tests, illustrated with appropriate examples using experimental data. The end-of-chapter questions and exercises make it useful also as a textbook for college students. It should be of interest for every experimenter who is interested in randomization or permutation tests or is skeptical about the reliability of the assumptions of parametric tests.”
—Andreas Karlsson (Uppsala University), Journal of the Royal Statistical Society
"I believe Randomization Tests will be useful for those researchers who often work with data that are not compatible with the usual parametric assumptions (e.g., normality). In these cases, the permutation and randomization tests discussed in the text are more appropriate and more reliable."
– Michael Sherman, Texas A&M University, in Journal of the American Statistical Association, June 2009, Vol. 104, No. 486
Descriere
Building on the previous editions that have served as standard textbooks and references for more than twenty-five years, Randomization Tests, Fourth Edition describes the randomization test theory, clarifies the hypotheses being tested, and discusses the role of random assignment. This edition also features updated material on N-of-1 randomi