Estimating time to pregnancy from current durations in a cross-sectional sample

被引:75
作者
Keiding, N
Kvist, K
Hartvig, H
Tvede, M
Juul, S
机构
[1] Univ Copenhagen, Dept Biostat, DK-2200 Copenhagen N, Denmark
[2] Aarhus Univ, Dept Epidemiol & Social Med, DK-8000 Aarhus C, Denmark
关键词
cross-sectional study; historically prospective study; nonparametric maximum likelihood; renewal process; retrospective study; time-to-pregnancy;
D O I
10.1093/biostatistics/3.4.565
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A new design for estimating the distribution of time to pregnancy is proposed and investigated. The design is based on recording current durations in a cross-sectional sample of women, leading to statistical problems similar to estimating renewal time distributions from backward recurrence times. Non-parametric estimation is studied in some detail and a parametric approach is indicated. The results are illustrated on Monte Carlo simulations and on data from a recent European collaborative study. The role and applicability of this approach is discussed.
引用
收藏
页码:565 / 578
页数:14
相关论文
共 27 条
[21]   A discrete survival model with random effects: An application to time to pregnancy [J].
Scheike, TH ;
Jensen, TK .
BIOMETRICS, 1997, 53 (01) :318-329
[22]   Adaptive smoothing for a penalized NPMLE of a non-increasing density [J].
Sun, JY ;
Woodroofe, M .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1996, 52 (02) :143-159
[23]   Survival analysis under cross-sectional sampling: length bias and multiplicative censoring [J].
van Es, B ;
Klaassen, CAJ ;
Oudshoorn, K .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2000, 91 (02) :295-312
[24]   Some issues in assessing human fertility [J].
Weinberg, CR ;
Dunson, DB .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2000, 95 (449) :300-303
[25]   PITFALLS INHERENT IN RETROSPECTIVE TIME-TO-EVENT STUDIES - THE EXAMPLE OF TIME TO PREGNANCY [J].
WEINBERG, CR ;
BAIRD, DD ;
ROWLAND, AS .
STATISTICS IN MEDICINE, 1993, 12 (09) :867-879
[26]   SOURCES OF BIAS IN STUDIES OF TIME TO PREGNANCY [J].
WEINBERG, CR ;
BAIRD, DD ;
WILCOX, AJ .
STATISTICS IN MEDICINE, 1994, 13 (5-7) :671-681
[27]  
WOODROOFE M, 1993, STAT SINICA, V3, P501