3 papers
math.ST2026
The Boltzmann structure of sampling: Intrinsic -value and its emergent closed-form expression
Orestis Loukas
We consider observables whose realizations in a sampled dataset are restricted, for example by measurement resolution, to a finite set of distinguishable categories within thei…
physics.data-an2024
A totally empirical basis of science
Orestis Loukas, Ho-Ryun Chung
Statistical hypothesis testing is the central method to demarcate scientific theories in both exploratory and inferential analyses. However, whether this method befits such purpose…
stat.ME2024
On the estimation and interpretation of effect size metrics
Orestis Loukas, Ho Ryun Chung
Effect size estimates are thought to capture the collective, two-way response to an intervention or exposure in a three-way problem among the intervention/exposure, various confoun…