Multivariate two-sample hypothesis testing through AUC maximization for biomedical applications.
Ioannis BargiotasArgyris KalogeratosMyrto LimniosPierre-Paul VidalDamien RicardNicolas VayatisPublished in: SETN (2020)
Keyphrases
- hypothesis testing
- statistical tests
- null hypothesis
- sample size
- likelihood ratio
- test statistic
- hypothesis test
- robust statistical
- model selection
- statistically significant
- logistic regression
- feature selection
- error rate
- naive bayes
- statistical analysis
- training set
- objective function
- decision trees
- learning algorithm
- worst case
- confidence intervals
- upper bound
- probability distribution
- likelihood ratio test