3 papers
stat.ME2025
Conformal Calibration of Statistical Confidence Sets
Luben M. C. Cabezas, Guilherme P. Soares, Thiago R. Ramos +2
Constructing valid confidence sets is a crucial task in statistical inference, yet traditional methods often face challenges when dealing with complex models or limited observed sa…
stat.ME2025
Nonparametric FBST for Validating Linear Models
Rodrigo F. L. Lassance, Julio M. Stern, Rafael B. Stern
The Full Bayesian Significance Test (FBST) possesses many desirable aspects, such as dismissing the need for hypotheses to have positive prior probability and providing a measure o…
stat.ME2025
REACT to NHST: Sensible conclusions to meaningful hypotheses
Rafael Izbicki, Luben M. C. Cabezas, Fernando A. B. Colugnatti +3
While Null Hypothesis Significance Testing (NHST) remains a widely used statistical tool, it suffers from several shortcomings in its common usage, such as conflating statistical a…