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Empirical transition matrix of multi-state models: the etm package
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نویسنده
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allignol a. ,schumacher m. ,beyersmann j.
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منبع
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journal of statistical software - 2011 - دوره : 38 - - کد همایش: - صفحه:1 -15
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چکیده
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Multi-state models provide a relevant framework for modelling complex event histo-ries. quantities of interest are the transition probabilities that can be estimated by the empirical transition matrix,that is also referred to as the aalen-johansen estimator. in this paper,we present the r package etm that computes and displays the transition prob-abilities. etm also features a greenwood-type estimator of the covariance matrix. the use of the package is illustrated through a prominent example in bone marrow transplant for leukaemia patients.
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کلیدواژه
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Aalen-Johansen estimator; Competing risks; Covariance matrix; Current leukaemia free survival; R
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آدرس
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freiburg center for data analysis and modeling,university of freiburg,institute for medical biometry and informatics,university medical centre,79104 freiburg, Germany, institute for medical biometry and informatics,university medical centre,79104 freiburg, Germany, freiburg center for data analysis and modeling,university of freiburg,institute for medical biometry and informatics,university medical centre,79104 freiburg, Germany
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Authors
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