{"product_id":"best-practices-in-data-cleaning-a-complete-guide-to-everything-you-need-to-do-before-and-after-collecting-your-data-paperback","title":"Best Practices in Data Cleaning: A Complete Guide to Everything You Need to Do Before and After Collecting Your Data - Paperback","description":"\u003cp\u003eby \u003cb\u003eJason W. Osborne\u003c\/b\u003e (Author)\u003c\/p\u003e\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, 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.\u003cbr\u003e\u003cbr\u003eJason W. Osborne, author of the handbook \u003cem\u003eBest Practices in Quantitative Methods \u003c\/em\u003e(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.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 296\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.8 x 8.9 x 5.9 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 10, 2012\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51781444567328,"sku":"9781412988018","price":145.8,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/2243b5cc5968c38ccd7092fe0d576b2a.webp?v=1780550865","url":"https:\/\/ebocreations.com\/products\/best-practices-in-data-cleaning-a-complete-guide-to-everything-you-need-to-do-before-and-after-collecting-your-data-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}