A case study of aging intensity function on censored data

A major concern for applied statisticians is the analysis of survival experiments under censoring. Here we study the aging intensity function and the hazard rate function on a case study of bone marrow transplant in acute leukemia patients, based on right-censored data. We focus on disease-free surv...

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Bibliographic Details
Published in:Alexandria engineering journal 2018-12, Vol.57 (4), p.3931-3952
Main Authors: Misra, Satya Kr, Bhattacharjee, Subarna
Format: Article
Language:English
Subjects:
Aging intensity function
Censored data
Hazard rate average
Hazard rate function
Kernel-smoothed estimator
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Summary:A major concern for applied statisticians is the analysis of survival experiments under censoring. Here we study the aging intensity function and the hazard rate function on a case study of bone marrow transplant in acute leukemia patients, based on right-censored data. We focus on disease-free survival probabilities of patients grouped into risk categories namely, ALL (acute lymphoblastic leukemia), AML (acute myeloctic leukemia) low risk, AML high risk patients.
ISSN:1110-0168
DOI:10.1016/j.aej.2018.03.009