#statistical methods
4 papers · 1 filter
Statistical treatment of searches for counterparts of positionally-uncertain astrophysical sources: from flux upper limits to detection
Julian Sitarek, Abelardo Moralejo, Juan Jiménez Quiles +3
The paper compares frequentist, Bayesian, and agnostic statistical methods for analyzing follow‑up observations of poorly localized astrophysical alerts, such as gravitational‑wave…
The Replication Assessment Problem in Software Engineering
Giuseppe Destefanis, Martin Shepperd, Leila Yousefi
The paper reviews recent software engineering replication studies to show how their outcomes are assessed inconsistently, and proposes a principled framework for evaluating replica…
The different methods to calculate cluster membership probabilities
Tahereh Ramezani, Nikola Faltova, Prapti Mondal +4
The paper reviews and compares various statistical and machine‑learning techniques for assigning membership probabilities to stars in clusters, especially using Gaia astrometry, an…
Quantifying resilience for distribution system customers with SALEDI
Arslan Ahmad, Ian Dobson
The paper introduces SALEDI, a logarithmic resilience metric that quantifies customer impact during large blackout events by transforming customer minutes interrupted, and demonstr…