A landmark-based penalized spline method estimates time-varying effects of a functional covariate in a Cox model, scaling to functional predictors with 1440 dimensions.
In this complex case, TV-FLCM-L demonstrates its ability to capture the underlying structure and critical features of the estimated functional effects
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Time-Varying Functional Cox Model
A landmark-based penalized spline method estimates time-varying effects of a functional covariate in a Cox model, scaling to functional predictors with 1440 dimensions.