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Fundamentals of Modern Statistical Methods: Substantially Improving Power and Ac
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eBay item number:335315287385
Item specifics
- Condition
- Book Title
- Fundamentals of Modern Statistical Methods: Substantially Improvi
- ISBN
- 9781441955241
- Publication Year
- 2010
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Fundamentals of Modern Statistical Methods : Substantially Imporving Power and Accuracy
- Item Length
- 9.3in
- Publisher
- Springer New York
- Item Width
- 6.1in
- Item Weight
- 43 Oz
- Number of Pages
- Xvi, 249 Pages
About this product
Product Information
Conventional statistical methods have a very serious flaw. They routinely miss differences among groups or associations among variables that are detected by more modern techniques - even under very small departures from normality. Hundreds of journal articles have described the reasons standard techniques can be unsatisfactory, but simple, intuitive explanations are generally unavailable. Improved methods have been derived, but they are far from obvious or intuitive based on the training most researchers receive. Situations arise where even highly nonsignificant results become significant when analyzed with more modern methods. Without assuming any prior training in statistics, Part I of this book describes basic statistical principles from a point of view that makes their shortcomings intuitive and easy to understand. The emphasis is on verbal and graphical descriptions of concepts. Part II describes modern methods that address the problems covered in Part I. Using data from actual studies, many examples are included to illustrate the practical problems with conventional procedures and how more modern methods can make a substantial difference in the conclusions reached in many areas of statistical research. Rand Wilcox is a professor of psychology at the University of Southern California. He is a fellow of the Royal Statistical Society and the American Psychological Society. Dr. Wilcox currently serves as an associate editor of Computational Statistics & Data Analysis and Psychometrika. He has published over 165 articles in a wide range of statistical journals and he is the author of three other books on statistics.- The volume is a jewel of direct explanations and information necessary for a good understanding of analysis of data, aimed at ordinary researchers who must try to present reasonable interpretable accounts of their data or judge when to abandon a particular strategy..."-- Perceptual and Motor Skills, 2002
Product Identifiers
Publisher
Springer New York
ISBN-10
1441955240
ISBN-13
9781441955241
eBay Product ID (ePID)
80512122
Product Key Features
Publication Name
Fundamentals of Modern Statistical Methods : Substantially Imporving Power and Accuracy
Format
Hardcover
Language
English
Publication Year
2010
Type
Textbook
Number of Pages
Xvi, 249 Pages
Dimensions
Item Length
9.3in
Item Width
6.1in
Item Weight
43 Oz
Additional Product Features
Number of Volumes
1 Vol.
Lc Classification Number
Ha1-4737
Edition Number
2
Reviews
From the reviews of the second edition:It is a well-written and neatly organized book that introduces modern robust statistical methods … . the book not only a handbook for applied researchers who need to conduct reasonable and interpretable data analysis, but also a good textbook for non-statistics students and statistics undergraduate students. This is the only book on the subject written for this audience to my knowledge. … It provides insights and more methodological options in statistical analysis for students and applied researchers. (Tian Siva Tian, Psychometrika, Vol. 76 (1), January, 2011), From the reviews of the second edition: It is a well-written and neatly organized book that introduces modern robust statistical methods … . the book not only a handbook for applied researchers who need to conduct reasonable and interpretable data analysis, but also a good textbook for non-statistics students and statistics undergraduate students. This is the only book on the subject written for this audience to my knowledge. … It provides insights and more methodological options in statistical analysis for students and applied researchers. (Tian Siva Tian, Psychometrika, Vol. 76 (1), January, 2011), From the reviews of the second edition: "It is a well-written and neatly organized book that introduces modern robust statistical methods ... . the book not only a handbook for applied researchers who need to conduct reasonable and interpretable data analysis, but also a good textbook for non-statistics students and statistics undergraduate students. This is the only book on the subject written for this audience to my knowledge. ... It provides insights and more methodological options in statistical analysis for students and applied researchers." (Tian Siva Tian, Psychometrika, Vol. 76 (1), January, 2011), From the reviews of the second edition: "It is a well-written and neatly organized book that introduces modern robust statistical methods ... . the book not only a handbook for applied researchers who need to conduct reasonable and interpretable data analysis, but also a good textbook for non-statistics students and statistics undergraduate students. This is the only book on the subject written for this audience to my knowledge. ... It provides insights and more methodological options in statistical analysis for students and applied researchers." (Tian Siva Tian, Psychometrika, Vol. 76 (1), January, 2011)
Table of Content
Getting Started.- The Normal Curve and Outlier Detection.- Accuracy and Inference.- Hypothesis Testing and Small Sample Sizes.- The Bootstrap.- A Fundamental Problem.- Robust Measures of Location.- Inferences About Robust Measures of Location.- Measures Of Association.- Robust Regression.- Alternative Strategies and Software.
Copyright Date
2010
Topic
Probability & Statistics / General, Statistics
Dewey Decimal
519.5
Intended Audience
Scholarly & Professional
Dewey Edition
22
Illustrated
Yes
Genre
Business & Economics, Mathematics, Social Science
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:335315287385
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