Results 251 to 260 of about 54,345 (310)
Bayesian estimation of the inverse Exponential Power distribution for COVID-19 case fatality analysis under SDG 3. [PDF]
Akdam N +4 more
europepmc +1 more source
Abstract Although full‐information maximum likelihood (FIML) estimation is widely used for diagnostic classification models (DCMs), its computational efficiency deteriorates sharply in high‐dimensional settings. This scalability challenge is increasingly critical as DCMs are applied to large‐scale assessments, psychological testing and longitudinal ...
Minho Lee, Yon Soo Suh
wiley +1 more source
A physics-informed neural network approach for estimating population-level pharmacokinetic parameters from aggregated concentration data. [PDF]
Tsiros P, Minadakis V, Sarimveis H.
europepmc +1 more source
Calibrating Bayesian inference
Abstract Bayesian statistics has gained popularity in psychological research due to its intuitive uncertainty quantification and convenient information‐updating rules. In many applications, however, prior distributions are introduced merely as instruments to facilitate computation, rather than as representations of genuine subjective belief ...
Yang Liu +2 more
wiley +1 more source
Bayesian Inference for Spatial-Temporal Non-Gaussian Data Using Predictive Stacking. [PDF]
Pan S, Zhang L, Bradley JR, Banerjee S.
europepmc +1 more source
Abstract Cognitive diagnostic models (CDMs) have become essential tools for providing fine‐grained information about individuals' mastery of cognitive skills. While prior reviews have emphasized statistical foundations and deep learning‐based developments, this article focuses on recent methodological innovations designed to address persistent ...
Chun Wang, Yale Quan, David Arthur
wiley +1 more source
Biological causes and impacts of rugged tree landscapes in phylodynamic inference. [PDF]
Gao J +5 more
europepmc +1 more source
Palynological records are central to the biostratigraphic subdivision of the Late Pleistocene in central Europe. Yet many interglacial and interstadial phases—such as the Eemian, Brörup and Odderade—remain only poorly constrained in time due to limited numerical dating.
Michael Hein +19 more
wiley +1 more source

