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Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy

Rand Wilcox

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Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy

by Rand Wilcox
Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy
Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy

Unveils flaws in traditional statistical methods.

If numbers often boggle your mind but you're keen on making better, data-driven decisions, this book might just be your new best friend. It cracks open the complex world of statistics without drowning you in technical jargon, perfect for beginners and those who want to understand how modern statistical methods outdo the old. Plus, it's filled with real-world examples that make the math not just navigable, but genuinely interesting.

Note: While we do our best to ensure the accuracy of cover images, ISBNs may at times be reused for different editions of the same title which may hence appear as a different cover.

Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy

by Rand Wilcox
Condition guide

Book Condition Guide

Books in Like New Condition

This book may contain very minor cosmetic defects, but it is in pristine condition. There should be no yellowing, no foxing, no water damage, and no annotations of any kind on the cover and the pages. For paperbacks, there should not be any crease marks on the spine. This book is good as new — lucky you!

*Books may be missing bundle media (e.g. CD, e-book code), if included.

Books in Very Good Condition

This book has been used, but it is still in a clean condition. There should be no foxing or annotations of any kind on the inner pages, but a sparse amount may be present on the cover, title pages, or outside edges of the book. There should be no water damage of any kind. For paperbacks, there may be light crease marks on the spine.

*Books may be missing bundle media (e.g. CD, e-book code), if included.

Books in Good Condition

We do our best to ensure the quality of our books, but there is no escaping the wear and tear that comes with time. Slight foxing and some annotations may be present on the pages and the cover. There should be no water damage of any kind. For paperbacks, there may be several crease marks on the spine.

*Books may be missing bundle media (e.g. CD, e-book code), if included.

Books in Well Read Condition

This is a well-read book, which means that the previous owner probably really enjoyed it! The cover and pages may include moderate foxing and annotations, but the text is not obscured and still readable. Moderate cosmetic defects and minor water damage may be present on the edges of the book. For paperbacks, there may be multiple crease marks on the spine.

*Books may be missing bundle media (e.g. CD, e-book code), if included.

 

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ISBN: 9781441955241
Author: Rand Wilcox
Publisher: Springer
Date of Publication: 2010-03-18
Format: Hardcover
Related Collections: Business, Economics, Science
Related Topics: Sociology, Psychology, Social Science, Mathematics
Goodreads rating: 4.5
(rated by 2 readers)

Description

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. Situations arise where even highly nonsignificant results become significant when analyzed with more modern methods. Without assuming the reader has 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. The second edition of this book includes a number of advances and insights that have occurred since the first edition appeared. Included are new results relevant to medians, regression, measures of association, strategies for comparing dependent groups, methods for dealing with heteroscedasticity, and measures of effect size.
 

Unveils flaws in traditional statistical methods.

If numbers often boggle your mind but you're keen on making better, data-driven decisions, this book might just be your new best friend. It cracks open the complex world of statistics without drowning you in technical jargon, perfect for beginners and those who want to understand how modern statistical methods outdo the old. Plus, it's filled with real-world examples that make the math not just navigable, but genuinely interesting.

Note: While we do our best to ensure the accuracy of cover images, ISBNs may at times be reused for different editions of the same title which may hence appear as a different cover.

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