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Best Practices in Data Cleaning - 13 edition

Best Practices in Data Cleaning (ISBN10: 1412988012; ISBN13: 9781412988018)
ISBN13: 978-1412988018
ISBN10: 1412988012

Summary: Many researchers jump from data collection directly into testing hypothesis without realizing these tests can go profoundly wrong without clean data. This book provides a clear, accessible, step-by-step process of important best practices in preparing for data collection, testing assumptions, and examining and cleaning data in order to decrease error rates and increase both the power and replicability of results.

Jason W. Osborne, author of the handbook Best Practices in
Quantitative Methods (SAGE, 2008) provides easily-implemented suggestions that are evidence-based and will motivate change in practice by empirically demonstrating-for each topic-the benefits of following best practices and the potential consequences of not following these guidelines.
...show more
Summary: Many researchers jump from data collection directly into testing hypothesis without realizing these tests can go profoundly wrong without clean data. This book provides a clear, accessible, step-by-step process of important best practices in preparing for data collection, testing assumptions, and examining and cleaning data in order to decrease error rates and increase both the power and replicability of results.

Jason W. Osborne, author of the handbook Best Practices in Quantitative Methods (SAGE, 2008) provides easily-implemented suggestions that are evidence-based and will motivate change in practice by empirically demonstrating-for each topic-the benefits of following best practices and the potential consequences of not following these guidelines. ...show less

Edition/Copyright: 13
Cover:
Publisher: Sage Publications, Inc.
Year Published: 2013
International: No



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