Threats of a replication crisis in empirical computer science
… Here, we review the extent and causes of the replication crisis in other areas of science,
with a focus on issues relating to the use of null hypothesis significance (NHST) as an
evidentiary criterion. We then report on our analysis of a cross section of … Next, we review
proposals from other disciplines on how to ease the replication crisis, focusing first on
changes to the way in which experimental data is analyzed, and second on proposals for
improving openness and transparency. …
with a focus on issues relating to the use of null hypothesis significance (NHST) as an
evidentiary criterion. We then report on our analysis of a cross section of … Next, we review
proposals from other disciplines on how to ease the replication crisis, focusing first on
changes to the way in which experimental data is analyzed, and second on proposals for
improving openness and transparency. …
[HTML][HTML] Threats of a Replication Crisis in Empirical Computer Science Research replication only works if there is confidence built into the results.
A loss of confidence in statistically significant findings is plaguing other empirical disciplines,
yet there has been relatively little debate of this issue and its associated 'replication crisis' in
CS.We review factors that have contributed to the crisis in other disciplines, with a focus on
problems stemming from an over-reliance on—and misuse of—null hypothesis significance
testing.
yet there has been relatively little debate of this issue and its associated 'replication crisis' in
CS.We review factors that have contributed to the crisis in other disciplines, with a focus on
problems stemming from an over-reliance on—and misuse of—null hypothesis significance
testing.
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