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

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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 monotone B-spline basis to enable flexible semiparametric m... ...