Health Serv Insights
December 2024
Background: The Affordable Care Act (ACA) aims to expand coverage and increase access to health insurance. Despite the increase of insured individuals, there are a number of concerns about whether coverage and care are affordable. Prior studies document a growing concern with rising premiums and cost-sharing, including deductibles, particularly for those with chronic conditions.
View Article and Find Full Text PDFWe develop a (LV Forest) algorithm for the estimation of latent variable scores with one or more latent variables. LV Forest estimates unbiased latent variable scores based on (CFA) models with ordinal and/or numerical response variables. Through parametric model restrictions paired with a nonparametric tree-based machine learning approach, LV Forest estimates latent variable scores using models that are unbiased with respect to relevant subgroups in the population.
View Article and Find Full Text PDFAgeing Res Rev
November 2024
Maximum lifespan differs greatly between species, indicating that the process of senescence is largely genetically determined. Senescence evolves in part due to antagonistic pleiotropy (AP), where selection favors gene variants that increase fitness earlier in life but promote pathology later. Identifying the biological mechanisms by which AP causes senescence is key to understanding the endogenous causes of aging and its attendant diseases.
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