{"product_id":"best-practices-in-data-cleaning-a-complete-guide-to-everything-you-need-to-do-before-and-after-collecting-your-data","title":"Best Practices in Data Cleaning: A Complete Guide to Everything You Need to Do Before and After Collecting Your Data","description":"\u003cp\u003eMany 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, stepbystep 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 easilyimplemented suggestions that are evidencebased and will motivate change in practice by empirically demonstratingfor each topicthe benefits of following best practices and the potential consequences of not following these guidelines.\u003c\/p\u003e","brand":"Sage Publications","offers":[{"title":"Osborne, Jason W. \/ paperback","offer_id":47846770737397,"sku":"SONG1412988012","price":37.43,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/5804\/8501\/files\/71NFT2RJzGL.jpg?v=1773841453","url":"https:\/\/ergodebooks.com\/products\/best-practices-in-data-cleaning-a-complete-guide-to-everything-you-need-to-do-before-and-after-collecting-your-data","provider":"Ergodebooks","version":"1.0","type":"link"}