A Bayes factor framework for unified parameter estimation and hypothesis testing
Abstract The Bayes factor, the data‐based updating factor of the prior to posterior odds of two hypotheses, is a natural measure of statistical evidence for one hypothesis over the other. We show how Bayes factors can also be used for parameter estimation.
Samuel Pawel
wiley +1 more source
Electrically Driven Liquid Crystal Elastomer Self-Oscillators via Rheostat Feedback Mechanism. [PDF]
Li K, Li Z, Zhou L.
europepmc +1 more source
Reliability measures in knowledge structure theory
Abstract In knowledge structure theory (KST) framework, this study evaluates the reliability of knowledge state estimation by introducing two key measures: the expected accuracy rate and the expected discrepancy. The accuracy rate quantifies the likelihood that the estimated knowledge state aligns with the true state, while the expected discrepancy ...
Debora de Chiusole +3 more
wiley +1 more source
Abstract Reliability evaluation is critical in fields such as psychology and medicine to ensure accurate diagnosis and effective treatment management. When participants are evaluated by the same raters, a two‐way ANOVA model is suitable to model the data, with the intraclass correlation coefficient (ICC) serving as the reliability metric.
Dipro Mondal +3 more
wiley +1 more source
Asymptotic expansions as control variates for deep solvers to fully-coupled forward-backward stochastic differential equations. [PDF]
Naito M +3 more
europepmc +1 more source
The Expected Peak-to-Average Power Ratio of White Gaussian Noise in Sampled I/Q Data. [PDF]
Wunderlich A, Sanders A.
europepmc +1 more source
Proton Nuclear Magnetic Resonance Relaxation in Aqueous Sugar Solutions: Can Low-Field Nuclear Magnetic Resonance Relaxation Measurements Differentiate between "Bound" and "Free" Water? [PDF]
Gowda V +3 more
europepmc +1 more source
Estimating standard deviation via sample mean extended quantile estimation. [PDF]
Mrakhan MB, Kói T.
europepmc +1 more source
Enhancing short-packet communications: BLER performance in RIS-assisted ambient backscatter NOMA systems. [PDF]
Phu LS +4 more
europepmc +1 more source
Statistical Properties of Superpositions of Coherent Phase States with Opposite Arguments. [PDF]
de Freitas MC, Dodonov VV.
europepmc +1 more source

