Results 221 to 230 of about 141,614 (292)

Mixture of Partially Linear Experts

open access: yesStat, Volume 14, Issue 2, June 2025.
ABSTRACT The mixture of experts framework is widely used in machine learning to model data with latent clusters. However, the conventional assumption of linearity between response variables and covariates may overlook inherent nonlinear relationships, potentially yielding suboptimal estimates.
Yeongsan Hwang, Byungtae Seo, Sangkon Oh
wiley   +1 more source

Exploring Causal Learning Through Graph Neural Networks: An In‐Depth Review

open access: yesWIREs Data Mining and Knowledge Discovery, Volume 15, Issue 2, June 2025.
Graphical abstract of the survey with a taxonomical approach to causal learning with graph neural networks. ABSTRACT In machine learning, exploring data correlations to predict outcomes is a fundamental task. Recognizing causal relationships embedded within data is pivotal for a comprehensive understanding of system dynamics, the significance of which ...
Simi Job   +6 more
wiley   +1 more source

How to Design Auditor Liability When Judges Suffer from Hindsight Bias

open access: yesAbacus, Volume 61, Issue 2, Page 345-376, June 2025.
There is evidence that judges evaluate auditor effort with hindsight bias, overestimating the likelihood that the auditor has not met the standard of due care. In an analytical analysis, this paper shows that auditors will rationally anticipate judges’ hindsight bias and will thus likely exert excessive effort in the first place. Furthermore, the paper
Jochen Bigus, Nadine Georgiou
wiley   +1 more source

Implementation of new Westgard rules suggested by the Westgard Advisor software for five immunological parameters. [PDF]

open access: yesBiochem Med (Zagreb)
Cristelli L   +5 more
europepmc   +1 more source

Heterogeneous experiences of people with bipolar disorder during euthymia: Profiles of global remission and personal recovery

open access: yesBritish Journal of Clinical Psychology, Volume 64, Issue 2, Page 513-538, June 2025.
Abstract Objectives Clinical heterogeneity is a major problem in mental health, referring to wide clinical variability among people with the same diagnosis. In bipolar disorders (BD), an heterogeneity was found both in global remission (symptomatic and functional) and in personal recovery during euthymia.
Caroline Munuera   +5 more
wiley   +1 more source

Antibiotic dispensing without a prescription across community pharmacies: A simulated patient study. [PDF]

open access: yesExplor Res Clin Soc Pharm
Do TA   +7 more
europepmc   +1 more source

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