<学術雑誌論文>
PARTIALLY LINEAR ADDITIVE HAZARDS REGRESSION FOR CLUSTERED AND RIGHT CENSORED DATA

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概要 For analyzing clustered survival data, a flexible partially linear additive hazards model is proposed. To accommodate the nonlinear effects, the unknown regression function is approximated by B-spline...s. All regression coefficients are estimated through a system of pseudo-score functions. Under certain conditions, the proposed estimators are shown to be asymptotically normal, where a consistent estimator of the covariance matrix is given. Simulation studies are also conducted to evaluate the finite sample performance of the proposed method, which is illustrated using a real data set from an AIDS clinical trial.続きを見る

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登録日 2022.10.21
更新日 2022.10.21

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