نتایج جستجو برای: replicability

تعداد نتایج: 1195  

Journal: :Psychological Science 2005

Journal: :Developmental Medicine & Child Neurology 2018

2003
Siu L. Chow

Sohn (1998) presents a good argument that neither statistical significance nor effect size is indicative of the replicability of research results. His objection to the Bayesian argument is also succinct. However, his solution of the `replicability belief' issue is problematic, and his verdict that significance tests have no role to play in empirical research is debatable. The strengths and weak...

2017
Daniel Dakota Sandra Kübler

We investigate parsing replicability across 7 languages (and 8 treebanks), showing that choices concerning the use of grammatical functions in parsing or evaluation and the influence of the rare word threshold, as well as choices in test sentences and evaluation script options have considerable and often unexpected effects on parsing accuracies. All of those choices need to be carefully documen...

2004
Remco R. Bouckaert Eibe Frank

Empirical research in learning algorithms for classification tasks generally requires the use of significance tests. The quality of a test is typically judged on Type I error (how often the test indicates a difference when it should not) and Type II error (how often it indicates no difference when it should). In this paper we argue that the replicability of a test is also of importance. We say ...

2014
Ruth Heller

The paramount importance of replicating associations is well recognized in the genomewide associaton (GWA) research community, yet methods for assessing replicability of associations are scarce. Published GWA studies often combine separately the results of primary studies and of the follow-up studies. Informally, reporting the two separate meta-analyses, that of the primary studies and follow-u...

Journal: :Proceedings of the ... Annual Hawaii International Conference on System Sciences 2021

Journal: :The Annals of Applied Statistics 2020

2009
Chris Drummond

At various machine learning conferences, at various times, there have been discussions arising from the inability to replicate the experimental results published in a paper. There seems to be a wide spread view that we need to do something to address this problem, as it is essential to the advancement of our field. The most compelling argument would seem to be that reproducibility of experiment...

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