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Penalized estimation of linear transformation models for interval-censored data with time-dependent covariates

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Statistical Methods in Medical Research: An International Review Journal

Published online on

Abstract

Statistical Methods in Medical Research, Ahead of Print.
We investigate efficient estimation strategies for partially linear transformation models with time-dependent covariates under interval censoring. The unknown monotone function is approximated using a monotoneB-spline basis to enable flexible ...