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  "Title": "Additive-Multiplicative Cox-Aalen Subdistribution Hazard Model\nfor Competing Risks",
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  "Description": "Implements the flexible additive-multiplicative Cox-Aalen\nsubdistribution hazard regression model for competing risks\ndata as proposed by Li and Long (2019)\n<doi:10.1007/s11424-019-7281-6>. The framework accommodates\nboth time-varying non-parametric additive covariate effects\nthrough an Aalen (1980) additive model and constant\nmultiplicative effects via a Cox proportional hazards\nstructure, generalizing Scheike and Zhang (2002)\n<doi:10.1111/1467-9469.00065> and Martinussen and Scheike\n(2002) <doi:10.1093/biomet/89.2.283>. Includes inverse\nprobability of censoring weighting (IPCW) with both\nKaplan-Meier weights (Fine and Gray, 1999\n<doi:10.1080/01621459.1999.10474144>) and covariate-dependent\nCox censoring weights (He et al., 2016\n<doi:10.1111/sjos.12172>; Li and Long, 2019\n<doi:10.1007/s11424-019-7281-6>). Provides simultaneous\nestimating equations based on Huffer and McKeague (1991)\n<doi:10.1080/01621459.1991.10475010>, asymptotic sandwich\nvariance estimation with censoring-weight martingale\ncorrections, cumulative incidence function (CIF) prediction\nwith pointwise confidence intervals, supremum-type\ngoodness-of-fit tests for time-varying covariate effects, and\nMonte Carlo competing risks data simulation.",
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      "page": "AIC.cox_aalen_fit",
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      "title": "Formula Interface for Additive-Multiplicative Cox-Aalen Model",
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      "title": "Fit Additive-Multiplicative Cox-Aalen Subdistribution Hazard Model",
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