Interval Mapping Using Nonparametric Accelerated Failure Time Cure Model

被引：0
|
作者：
Devrim Bilgili
Nader Ebrahimi
机构：
[1] University of North Florida,Department of Mathematics and Statistics
[2] Northern Illinois University,Department of Mathematical Sciences, Statistics Divison
来源：
Journal of Statistical Theory and Applications | 2013年 / 12卷 / 4期
关键词：
Survival Function; Interval Mapping; AFT Cure Model; LOD score; EM; Imputation;
D O I：
10.2991/jsta.2013.12.4.6
中图分类号：
学科分类号：
摘要：
Many important problems in evolutionary biology begin with observations of phenotypic variation. Suppose time to an event-data are used to map quantitative trait loci (QTL) and underlying population is a mixture of susceptible and non-susceptible subjects. If the cured subjects are ignored we may fail to detect the responsible genetic factors or find false significant locations. In this article, we propose a nonparametric accelerated failure time cure model which takes cured subjects as well to model time to an event.
引用
收藏
页码：392 / 402
页数：10
相关论文
共 50 条
  • [31] Semiparametric estimation of the accelerated failure time model with partly interval-censored data
    Gao, Fei
    Zeng, Donglin
    Lin, Dan-Yu
    [J]. BIOMETRICS, 2017, 73 (04) : 1161 - 1168
  • [32] An Accelerated Failure Time Cure Model with Shifted Gamma Frailty and Its Application to Epidemiological Research
    Aida, Haro
    Hayashi, Kenichi
    Takeuchi, Ayano
    Sugiyama, Daisuke
    Okamura, Tomonori
    [J]. HEALTHCARE, 2022, 10 (08)
  • [33] Nonparametric versus Parametric Estimation of the Cure Fraction Using Interval Censored Data
    Aljawadi, Bader A. I.
    Bakar, Mohd Rizam A.
    Ibrahim, Noor Akma
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2012, 41 (23) : 4251 - 4275
  • [34] Nonparametric test for doubly interval-censored failure time data
    Sun, JG
    [J]. LIFETIME DATA ANALYSIS, 2001, 7 (04) : 363 - 375
  • [35] Nonparametric analysis of dependently interval-censored failure time data
    Zhu, Yayuan
    Lawless, Jerald F.
    Cotton, Cecilia A.
    [J]. STATISTICS IN MEDICINE, 2018, 37 (21) : 3091 - 3105
  • [36] Nonparametric Test for Doubly Interval-Censored Failure Time Data
    Jianguo Sun
    [J]. Lifetime Data Analysis, 2001, 7 : 363 - 375
  • [37] Statistical optimization of parametric accelerated failure time model for mapping survival trait loci
    Piao, Zhongze
    Zhou, Xiaojing
    Yan, Li
    Guo, Ying
    Yang, Runqing
    Luo, Zhixiang
    Prows, Daniel R.
    [J]. THEORETICAL AND APPLIED GENETICS, 2011, 122 (05) : 855 - 863
  • [38] Statistical optimization of parametric accelerated failure time model for mapping survival trait loci
    Zhongze Piao
    Xiaojing Zhou
    Li Yan
    Ying Guo
    Runqing Yang
    Zhixiang Luo
    Daniel R. Prows
    [J]. Theoretical and Applied Genetics, 2011, 122 : 855 - 863
  • [39] Rank-Based Inference for the Accelerated Failure Time Model in the Presence of Interval Censored Data
    Karimi, Mostafa
    Ibrahim, Noor Akma
    Abu Bakar, Mohd Rizam
    Arasan, Jayanthi
    [J]. INNOVATIONS THROUGH MATHEMATICAL AND STATISTICAL RESEARCH: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON MATHEMATICAL SCIENCES AND STATISTICS (ICMSS2016), 2016, 1739
  • [40] Maximum approximate likelihood estimation in accelerated failure time model for interval-censored data
    Guan, Zhong
    [J]. STATISTICS IN MEDICINE, 2023, 42 (26) : 4886 - 4896
12345