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How to cheat with statistics - and get away with it : from data snooping over kitchen sink regression to "creative reporting"

By: Material type: TextTextPublication details: World Scientific 2023 SingaporeDescription: 123 pISBN:
  • 9781944660697
Subject(s): DDC classification:
  • 001.422 MEI
Summary: The book outlines strategies to identify and catch statistical cheaters, highlighting the weaknesses in statistics that can be exploited by malevolent researchers. It provides a comprehensive understanding of these weaknesses and offers a guide to evaluating statistical research to catch cheaters. The book is easy to follow, with simple math explanations and a collection of 18 Excel spreadsheets and 7 Python codes. It also includes questions and problems at the end of each chapter, making it suitable for classroom use. Instructors can request answers to these questions and problems.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
Book Book Jammu General Stacks Non-fiction 001.422 MEI (Browse shelf(Opens below)) Available IIMJ-8936
Total holds: 0

1. Input manipulation 2. Manipulating statistical calculations 3. 'Creative reporting', i.e., distorting outputs

The book outlines strategies to identify and catch statistical cheaters, highlighting the weaknesses in statistics that can be exploited by malevolent researchers. It provides a comprehensive understanding of these weaknesses and offers a guide to evaluating statistical research to catch cheaters. The book is easy to follow, with simple math explanations and a collection of 18 Excel spreadsheets and 7 Python codes. It also includes questions and problems at the end of each chapter, making it suitable for classroom use. Instructors can request answers to these questions and problems.

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