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Box–Cox transformation of left‐censored data with application to the analysis of coronary artery calcification and pharmacokinetic data
Author(s) -
Han Cong,
Kronmal Richard
Publication year - 2004
Publication title -
statistics in medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.996
H-Index - 183
eISSN - 1097-0258
pISSN - 0277-6715
DOI - 10.1002/sim.1925
Subject(s) - proportional hazards model , transformation (genetics) , calcification , pharmacokinetics , data transformation , medicine , cardiology , regression analysis , computer science , statistics , mathematics , data mining , biology , data warehouse , biochemistry , gene
Box–Cox transformation is investigated for regression models for left‐censored data. Examples are provided using coronary calcification data from the Multi‐Ethnic Study of Atherosclerosis and pharmacokinetic data of a nicotine nasal spray. Copyright © 2004 John Wiley & Sons, Ltd.