3 papers
stat.ME2025
Fast approximate Bayesian inference of HIV indicators using PCA adaptive Gauss-Hermite quadrature
Adam Howes, Alex Stringer, Seth R. Flaxman +1
Naomi is a spatial evidence synthesis model used to produce district-level HIV epidemic indicators in sub-Saharan Africa. Multiple outcomes of policy interest, including HIV preval…
stat.ME2024
A discrete-time survival model to handle interval-censored covariates, with applications to HIV cohort studies
Avi Kenny, Stephen Olivier, Jianxuan Zang +3
Methods are lacking to handle the problem of survival analysis in the presence of an interval-censored covariate, specifically the case in which the conditional hazard of the prima…
stat.ME2024
Dynamic Models Augmented by Hierarchical Data: An Application Of Estimating HIV Epidemics At Sub-National And Sub-Population Level
Le Bao, Xiaoyue Niu, Tim Brown +1
Dynamic models have been successfully used in producing estimates of HIV epidemics at the national level due to their epidemiological nature and their ability to estimate prevalenc…