Flexible Marginal Structural Models for Estimating the Cumulative Effect of a Time-Dependent Treatment on the Hazard: Reassessing the Cardiovascular Risks of Didanosine Treatment in the Swiss HIV Cohort Study - Xiao, Yongling; Abrahamowicz, Michal; Moodie, Erica E. M.; Weber, Rainer; Young, James (Journal of the American Statistical Association, 2014)
Keywords: adverse effects; antiretroviral agents; Antiretroviral drugs; Antiretroviral therapy; Antiretroviral treatment; Antiretrovirals; Applications and Case Studies; Cardiovascular disease; Cardiovascular diseases; Cohort analysis; cohort studies; Critical incidents; cumulative exposure; Data collection; Disease models; Drug design; drug therapy; Drugs; Epidemiology; Estimating techniques; exposure models; Health hazards; HIV; HIV infections; Human immunodeficiency virus; Parametric models; people; Regression splines; risk; Risk factors; Side effects; Statistics; Structural models; Survival analysis; Switzerland; Time windows; Treatment needs; Weighting functions; Switzerland