{"product_id":"best-practices-in-data-cleaning-jason-w-osborne-9781412988018","title":"Best Practices in Data Cleaning: A Complete Guide to Everything You Need to Do Before and After Collecting Your Data","description":"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.\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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jason W. Osborne\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1412988012\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781412988018\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Sage Publications, Inc\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/10\/2012\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 296\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.75lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.90h x 5.90w x 0.80d\u003cbr\u003e\u003cbr\u003e\u003cb\u003eReview Citation(s): \u003c\/b\u003e\u003cbr\u003e\u003ci\u003eReference and Research Bk News\u003c\/i\u003e 04\/01\/2012 pg. 51","brand":"Jason W. Osborne","offers":[{"title":"Paperback","offer_id":44159546392831,"sku":"9781412988018","price":68.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_7df0e69c-caba-4852-b187-791d80700f95.jpg?v=1689083249","url":"https:\/\/www.whiterainbookhouse.com\/products\/best-practices-in-data-cleaning-jason-w-osborne-9781412988018","provider":"WR Book House","version":"1.0","type":"link"}