Best Practices in Data Cleaning

Best Practices in Data Cleaning
Author :
Publisher : SAGE Publications
Total Pages : 297
Release :
ISBN-10 : 9781452281049
ISBN-13 : 1452281041
Rating : 4/5 (041 Downloads)

Book Synopsis Best Practices in Data Cleaning by : Jason W. Osborne

Download or read book Best Practices in Data Cleaning written by Jason W. Osborne and published by SAGE Publications. This book was released on 2012-01-10 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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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