Sergii Masiuk,Alexander Kukush,Sergiy Shklyar,Mykola's Radiation Risk Estimation: Based on Measurement Error Models PDF

By Sergii Masiuk,Alexander Kukush,Sergiy Shklyar,Mykola Chepurny,Illya Likhtarov

This monograph discusses statistics and chance estimates utilized to radiation harm below the presence of size error. the 1st half covers nonlinear size errors versions, with a specific emphasis on potency of regression parameter estimators. within the moment half, hazard estimation in types with size blunders is taken into account. potency of the tools provided is proven utilizing information from radio-epidemiological experiences.


Part I - Estimation in regression versions with blunders in covariates
Measurement errors models
Linear types with classical error
Polynomial regression with identified variance of classical error
Nonlinear and generalized linear versions

Part II Radiation danger estimation less than uncertainty in publicity doses
Overview of probability versions learned in application package deal EPICURE
Estimation of radiation chance lower than classical or Berkson multiplicative errors in publicity doses
Radiation threat estimation for folks uncovered by way of radioiodine as a result of Chornobyl accident
Elements of estimating equations theory
Consistency of effective methods
Efficient SIMEX technique as a mix of the SIMEX technique and the corrected rating method
Application of regression calibration within the version with additive blunders in publicity doses

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Radiation Risk Estimation: Based on Measurement Error Models (De Gruyter Series in Mathematics and Life Sciences) by Sergii Masiuk,Alexander Kukush,Sergiy Shklyar,Mykola Chepurny,Illya Likhtarov

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