An instrumental variable procedure for estimating Cox models with non-proportional hazards in the presence of unmeasured confounding

DOI10.1111/rssc.12341WikidataQ128301078 ScholiaQ128301078MaRDI QIDQ6642098

Phillip P. Goodney, Pablo Martínez-Camblor, Douglas O. Staiger, A. James O'Malley, Unnamed Author

Publication date: 21 November 2024

Published in: Journal of the Royal Statistical Society. Series C. Applied Statistics (Search for Journal in Brave)

zbMATH Keywords

time-dependent coefficientscausal inferencecontrol functionCox regression modeltime-modified confounding

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Related Items (3)

Addressing unmeasured confounders in cohort studies: instrumental variable method for a time-fixed exposure on an outcome trajectory ⋮ Summarizing causal differences in survival curves in the presence of unmeasured confounding ⋮ Estimating population-averaged hazard ratios in the presence of unmeasured confounding

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