Best Practices in Data Cleaning : A Complete Guide to Everything You Need to Do Before and After Collecting Your Data

Best Practices in Data Cleaning : A Complete Guide to Everything You Need to Do Before and After Collecting Your Data

Description

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 of 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 will be indispensible.


Download Best Practices in Data Cleaning : A Complete Guide to Everything You Need to Do (9781412988018).pdf, available at campogiovani.com for free.

Details

Author(s)
Jason W. Osborne
Format
Paperback | 296 pages
Dimensions
152 x 228 x 20.32mm | 400g
Publication date
14 Mar 2012
Publisher
SAGE Publications Inc
Publication City/Country
Thousand Oaks, United States
Language
English
ISBN10
1412988012
ISBN13
9781412988018
Bestsellers rank
658,325