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Beyond Basic Statistics
Tips, Tricks, and Techniques Every Data Analyst Should Know
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Beyond Basic Statistics
$13199
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?
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See moreThis book focuses on the more subjective side of statistics - the art of data analysis. Using a handful of fun examples, each chapter asks a single question, illustrating the different ways that questions can be answered with techniques taught in any introductory statistics course.
Book Hero Magic formatted this description to make it easier to read. While it's new and
still learning, it may not be perfect - your
feedback is welcome!
Description
Features basic statistical concepts as a tool for thinking critically, wading through large quantities of information, and answering practical, everyday questions.
Written in an engaging and inviting manner, Beyond Basic Statistics: Tips, Tricks, and Techniques Every Data Analyst Should Know presents the more subjective side of statistics—the art of data analytics. Each chapter explores a different question using fun, common sense examples that illustrate the concepts, methods, and applications of statistical techniques.
Without going into the specifics of theorems, propositions, or formulas, the book effectively demonstrates statistics as a useful problem-solving tool. In addition, the author demonstrates how statistics is a tool for thinking critically, wading through large volumes of information, and answering life’s important questions.
Beyond Basic Statistics: Tips, Tricks, and Techniques Every Data Analyst Should Know also features:
- Plentiful examples throughout aimed to strengthen readers’ understanding of the statistical concepts and methods.
- A step-by-step approach to elementary statistical topics such as sampling, hypothesis tests, outlier detection, normality tests, robust statistics, and multiple regression.
- A case study in each chapter that illustrates the use of the presented techniques.
- Highlights of well-known shortcomings that can lead to false conclusions.
- An introduction to advanced techniques such as validation and bootstrapping.
Featuring examples that are engaging and non-application specific, the book appeals to a broad audience of students and professionals alike, specifically students of undergraduate statistics, managers, medical professionals, and anyone who has to make decisions based on raw data or compiled results.
Book Hero Magic summarised reviews for this book. While it's new and still learning, it may not be perfect - your feedback is welcome! HOW HAS THIS BEEN REVIEWED?
Beyond Basic Statistics by Kristin H. Jarman is praised for its engaging and instructive content, blending entertaining stories with serious statistical background material. It is considered quite suitable as supplementary reading for a statistics course or as an independent reading project, making complex concepts accessible and enjoyable.
Book Details
INFORMATION
ISBN: 9781118856116
Publisher: John Wiley & Sons Inc
Format: Paperback / softback
Date Published: 08 May 2015
Country: United States
Imprint: John Wiley & Sons Inc
Audience: Professional and scholarly
DIMENSIONS
Spine width: 11.0mm
Width: 156.0mm
Height: 235.0mm
Weight: 399g
Pages: 208
About the Author
Kristin H. Jarman, PhD, is Senior Research Scientist at the Pacific Northwest National Laboratory in Richland, Washington, where she applies basic and not-so-basic statistical analyses to her own set of research challenges. With over 20 years of experience, she is often presenting results to those with little or no mathematical sophistication. Dr. Jarman is also the author of numerous peer-reviewed journal articles as well as The Art of Data Analysis: How to Answer Almost any Question Using Basic Statistics, also published by Wiley.
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