July 2016
Beginner to intermediate
408 pages
10h 58m
English
book
Perspectives on Data Science for Software Engineering
by Tim Menzies, Laurie Williams, Thomas Zimmermann
Content preview from Perspectives on Data Science for Software Engineering
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Don’t embarrass yourself
Beware of bias in your data
C. Bird Microsoft Research, Redmond, WA, United States
Abstract
Bias may exist in data that you collect for quantitative analysis in software engineering research. Some forms of bias can negatively affect the validity of analysis, results, and conclusions. In this chapter, I discuss forms of bias, how to test for them, and in some cases how to address them.
Keywords
Bias; Features of defects; Population distribution; Sample distribution; Histogram
Dewey Defeats Truman
The 1948 U.S. presidential election proved to be one of the ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.