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A latent health process model for dynamic risk prediction with application to an HPV study
作者Siddharth Roy; Anindya Roy; Megan A. Clarke; Ana Gradissimo; Robert D. Burk; Nicolas Wentzensen; Danping Liu
作者单位1. Biostatistics Branch, Division of Cancer, Epidemiology, and Genetics, National Cancer Institute, Rockville, USA; 2. Department of Mathematics and Statistics, University of Maryland Baltimore County, Baltimore, USA; 3. Global Epidemiology, AbbVie, North Chicago, USA; 4. Sloan Kettering Institute, Memorial Sloan Kettering Cancer Center, Bronx, USA; 5. Albert Einstein College of Medicine, New York, USA; 6. Clinical Genetics Branch, Division of Cancer, Epidemiology, and Genetics, National Cancer Institute, Rockville, USA
Computationally and statistically efficient estimation of time-smoothed counterfactual curves
作者Herbert P. Susmann; Nicholas T. Williams; Richard Liu; Jessica G. Young; Iván Díaz
作者单位1. Division of Biostatistics, Department of Population Health, NYU Grossman School of Medicine, New York, USA; 2. Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, USA; 3. Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, USA
Backward joint model for the joint dynamic prediction of time-to-event and longitudinal data: basic formulation and new developments
作者Wenhao Li; Shikun Wang; Zhe Yin; Brad C. Astor; Wei Yang; Tom H. Greene; Liang Li
作者单位1. Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, USA; 2. Department of Biostatistics, Columbia University, New York, USA; 3. Department of Population Health Sciences and Department of Medicine, The University of Wisconsin, Madison, USA; 4. Department of Biostatistics, Epidemiology and Informatics, The University of Pennsylvania, Philadelphia, USA; 5. Department of Population Health Sciences, The University of Utah, Salt Lake City, USA
Causal effect on the number of life years lost due to a specific event: average treatment effect and variable importance
作者Simon Christoffer Ziersen; Torben Martinussen
作者单位1. Section of Biostatistics, University of Copenhagen, Copenhagen, Denmark; 2. Department of Biostatistics, University of Oslo, Oslo, Norway
Shared frailty sieve estimation for dependent left truncated and interval censored data
作者Muhammad Mustapha; Zarina Mohd Khalid
作者单位1. Department of Statistics, Faculty of Sciences, University of Maiduguri, Borno State, Nigeria; 2. Department of Mathematical Sciences, Faculty of Science, Universiti Teknologi Malaysia, UTM Johor Bahru, Malaysia
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