Variable Selection for Illness‐Death Processes Under Dual Observation Schemes
ABSTRACT The classical illness‐death process offers a useful framework for studying the progression of chronic disease while jointly modeling death. In many settings the time of disease progression is not observed directly, but progression status is recorded at intermittent assessment times.
Xianwei Li, Liqun Diao, Richard J. Cook
wiley +1 more source
A Functional Joint Model for Survival and Multivariate Sparse Functional Data in Multi-Cohort Alzheimer's Disease Study. [PDF]
Wang W +4 more
europepmc +1 more source
ABSTRACT Composite endpoints that combine recurrent non‐fatal events with a terminal event are increasingly used in randomized clinical trials, yet conventional time‐to‐first event analyses may obscure clinically relevant information. We compared two statistical frameworks tailored to such endpoints: the joint frailty model (JFM) and the last‐event ...
Adrien Orué +4 more
wiley +1 more source
Marbling Matters: Lean and Fatty Red Meat Show Opposing Associations with Brain Structural Indices. [PDF]
Klinedinst BS +4 more
europepmc +1 more source
Missing comparability: When genomic selection faces field variability. A case study in soybeans
Abstract The processing of phenotypic information prior to training genomic selection (GS) models is a key factor that is frequently overlooked. Several approaches have been proposed to isolate the genetic signal from the field variability. However, in most cases, the estimated genetic signal still carries the field variability print.
Edmundo Caballero +2 more
wiley +1 more source
Bayesian probabilistic projections of proportions with limited data: An application to subnational contraceptive method supply shares. [PDF]
Comiskey H +4 more
europepmc +1 more source
Artificial Intelligence and Machine Learning Approaches used in Building Energy Analysis, Control, and Provision of Grid Support Services. ABSTRACT Increasing penetrations of variable renewable energy sources like wind and solar photovoltaic (PV) systems are challenging power system stability worldwide.
Jack S. Bryant +11 more
wiley +1 more source
Morphological indicators of puberty in 3/4 and 5/8 Girolando heifers. [PDF]
Böck MJ +6 more
europepmc +1 more source
On the Foundational Arguments of Sufficient Dimension Reduction
Contemporary Sufficient Dimension Reduction, a versatile method for extracting material information from data, can serve as a preprocessor for classical modeling and inference, or as a standalone theory that leads directly to statistical inference. ABSTRACT Sufficient dimension reduction (SDR) refers to supervised methods of dimension reduction that ...
R. Dennis Cook
wiley +1 more source
Physical Activity in Osteosarcoma Patients During and Post Therapy: A Single Site Prospective Observational Study. [PDF]
Cohen ER +9 more
europepmc +1 more source

