TY - JOUR
T1 - Recent progresses in outcome-dependent sampling with failure time data
AU - Ding, Jieli
AU - Lu, Tsui Shan
AU - Cai, Jianwen
AU - Zhou, Haibo
N1 - Publisher Copyright:
© 2016, Springer Science+Business Media New York.
PY - 2017/1/1
Y1 - 2017/1/1
N2 - An outcome-dependent sampling (ODS) design is a retrospective sampling scheme where one observes the primary exposure variables with a probability that depends on the observed value of the outcome variable. When the outcome of interest is failure time, the observed data are often censored. By allowing the selection of the supplemental samples depends on whether the event of interest happens or not and oversampling subjects from the most informative regions, ODS design for the time-to-event data can reduce the cost of the study and improve the efficiency. We review recent progresses and advances in research on ODS designs with failure time data. This includes researches on ODS related designs like case–cohort design, generalized case–cohort design, stratified case–cohort design, general failure-time ODS design, length-biased sampling design and interval sampling design.
AB - An outcome-dependent sampling (ODS) design is a retrospective sampling scheme where one observes the primary exposure variables with a probability that depends on the observed value of the outcome variable. When the outcome of interest is failure time, the observed data are often censored. By allowing the selection of the supplemental samples depends on whether the event of interest happens or not and oversampling subjects from the most informative regions, ODS design for the time-to-event data can reduce the cost of the study and improve the efficiency. We review recent progresses and advances in research on ODS designs with failure time data. This includes researches on ODS related designs like case–cohort design, generalized case–cohort design, stratified case–cohort design, general failure-time ODS design, length-biased sampling design and interval sampling design.
KW - Case–cohort design
KW - Failure time data
KW - ODS design
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U2 - 10.1007/s10985-015-9355-7
DO - 10.1007/s10985-015-9355-7
M3 - Article
C2 - 26759313
AN - SCOPUS:84954309942
SN - 1380-7870
VL - 23
SP - 57
EP - 82
JO - Lifetime Data Analysis
JF - Lifetime Data Analysis
IS - 1
ER -