Powering RCTs for Marginal Effects With GLMs Using Prognostic Score Adjustment
ABSTRACT In randomized clinical trials (RCTs), the accurate estimation of marginal treatment effects is crucial for determining the efficacy of interventions. Enhancing the statistical power of these analyses is a key objective for statisticians. The increasing availability of historical data from registries, prior trials, and health records presents ...
Emilie Højbjerre‐Frandsen +2 more
wiley +1 more source
Toward whole-genome inference of polygenic scores with fast and memory-efficient algorithms. [PDF]
Zabad S +4 more
europepmc +1 more source
Coupling Intuitive Physics Into Deep Learning for Soil Moisture Flow Processes Learning
Abstract Soil water flow processes in the unsaturated zone support ecosystems and regulate water, energy, and biogeochemical cycles. Recently, deep learning (DL) approaches have significantly advanced soil moisture (SM) prediction tasks yet still challenging to interpret.
Leilei He +6 more
wiley +1 more source
A kinetic mathematical model of comprehensive iron metabolism in a respiring yeast cell: a basic-pathways approach to solving a large system dynamically. [PDF]
Lindahl PA, Walton JR.
europepmc +1 more source
Abstract We explore configurations of sufficient and necessary conditions for the evolution and resilience of borrower trust in their lenders. Because trust is a dynamic phenomenon that needs to be understood in terms of change over time, we rely on longitudinal data collected from managers of small‐ and medium‐sized enterprises (SME) who are clients ...
Andrea Moro +2 more
wiley +1 more source
Duplication of the autism-related gene Chd8 leads to behavioral hyperactivity and neurodevelopmental defects in mice. [PDF]
Kawamura A +10 more
europepmc +1 more source
ABSTRACT This paper examines how labor‐supply responsiveness, captured by the inverse Frisch elasticity, shapes wage inequality in the presence of directed technical change and automation. We develop a dynamic general equilibrium model with task‐based production, heterogeneous labor, and endogenous R&D.
Óscar Afonso
wiley +1 more source
Species habitat modeling based on image semantic segmentation. [PDF]
Wang L, Tan H, Luo P, Meng L, Fei T.
europepmc +1 more source
News shocks, consumer confidence and business cycles
Abstract We study the causal effects of consumer sentiment shocks on macroeconomic aggregates. By constructing a novel instrument based on major non‐economic news shocks in the USA over 1969–2022, and opinion polls around these events, we identify exogenous changes in consumer confidence.
Syed M. Hussain, Zara Liaqat
wiley +1 more source
Modelling and improving approach for carrying capacity in multi-modal super network by considering travel time. [PDF]
Huang X.
europepmc +1 more source

