Build a parametric intensity simulator using sampled coefficients — make_parametric_intensity_simulator • SensIAT

Supports coxph objects: sampled coefficients are used to compute linear predictor while baseline hazard is taken from survival::basehaz().

Usage

make_parametric_intensity_simulator(
  intensity_model,
  sampled_coef,
  covariate_mapping = NULL
)

Arguments

intensity_model: A fitted model (e.g., coxph) or a function(t, prev_outcome, visit_num).
sampled_coef: Named numeric vector of sampled coefficients (from get_bootstrap_coeffs()).
covariate_mapping: Optional named character vector mapping expected covariate names to model variable names.

Value

A function of signature function(t, prev_outcome, visit_num) returning non-negative numeric intensity.