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Information × Registration Number 0212U000518, 0111U000757 , R & D reports Title Research of impact of uncertainties in radiation doses on dose-response analyses popup.stage_title Head Likhtarev Illia Aronovych, Registration Date 16-02-2012 Organization Research Centre for Radiation Medicine popup.description2 Object: regression model with classical and Berkson errors in an independent variable. Purpose: research, development and ground of mathematical methods of estimation of parameters of regression, with classical and Berkson errors in a regressor. Methods: mathematical, mathematical programming, simulation. Results: Studied, analyzed and classified methods of taking into account of classical and Berkson errors in the estimation of radiation factor during the statistical epidemiology analysis. Studied and analyzed regression mathematical models which take into account the presence of errors in an independent variable. The methods of regression calibration and full maximum likelihood, and also SIMEX method, are analyzed. The new effective SIMEX method of estimation of parameters of regression model is developed, which is founded on combination of two methods: SIMEX method and method of corrected score. Product Description popup.authors Іванова Ольга Миколаївна Арясов Петро Борисович Бойко Зульфіра Набіуллівна Герасименко Валентина Борисівна Ковган Леоніла Миколаївна Кукуш Олександр Георгійович Ліхтарьов Ілля Аронович Масюк Сергій Володимирович Федосенко Галина Василівна Чепурний Микола Іванович popup.nrat_date 2020-04-02 Close