eBook - ePub

Best Practices in Data Cleaning

Name: Best Practices in Data Cleaning
ISBN: 9781452289670

A Complete Guide to Everything You Need to Do Before and After Collecting Your Data

Jason W. Osborne,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Best Practices in Data Cleaning

A Complete Guide to Everything You Need to Do Before and After Collecting Your Data

Jason W. Osborne,

About this book

Many researchers jump straight from data collection to data analysis without realizing how analyses and hypothesis tests can go profoundly wrong without clean data. This book provides a clear, step-by-step process to examining and cleaning data in order to decrease error rates and increase both the power and replicability of results. Jason W. Osborne, author of Best Practices in Quantitative Methods (SAGE, 2008) provides easily-implemented suggestions that are research-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. If your goal is to do the best research you can do, draw conclusions that are most likely to be accurate representations of the population(s) you wish to speak about, and report results that are most likely to be replicated by other researchers, then this basic guidebook is indispensible.

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Yes, you can access Best Practices in Data Cleaning by Jason W. Osborne in PDF and/or ePUB format, as well as other popular books in Social Sciences & Social Science Research & Methodology. We have over one million books available in our catalogue for you to explore.