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Best Practices in Data Cleaning PDF
By:Jason W. Osborne
Published on 2012-01-10 by SAGE


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.

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Book which was published by SAGE since 2012-01-10 have ISBNs, ISBN 13 Code is 9781412988018 and ISBN 10 Code is 1412988012

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