The minimum Bayes factor hypothesis test for correlations and partial correlations
Sign Up to like & getrecommendations! Published in 2019 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2019.1667397
Abstract: Abstract In this paper, we follow the work [Held, L., and M. Ott. 2016. How the maximal evidence of p-values against point null hypotheses depends on sample size. The American Statistician 70 (4):335–41] and propose… read more here.
Keywords: sample size; minimum bayes; bayes factor; test ... See more keywords
Empirical Minimum Bayes Risk Prediction
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2016.2537807
Abstract: When building vision systems that predict structured objects such as image segmentations or human poses, a crucial concern is performance under task-specific evaluation measures (e.g., Jaccard Index or Average Precision). An ongoing research challenge is… read more here.
Keywords: empirical minimum; minimum bayes; risk prediction; performance ... See more keywords