Concepedia

Aft Regression

AFT Regression is a parametric survival regression model that assumes the effect of covariates is to accelerate or decelerate the time-to-event by a constant multiplicative factor on the survival time scale.

20

Publications

687

Citations

100

Authors

79

Institutions

Publications per year

2017–2026

8

Variants

Accelerated Failure Time ModelAft Model

Parents

Publications

20

Regularized Estimation for the Accelerated Failure Time Model

Tianxi Cai, Jian Huang, Lü Tian · Biometrics · 2008 · 100 citations

, , +16

Survival Regression with Accelerated Failure Time Model in XGBoost

Avinash Barnwal, Hyunsu Cho, Toby Dylan Hocking · Journal of Computational and Graphical Statistics · 2022 · 91 citations

, , +11

Fitting Accelerated Failure Time Models in Routine Survival Analysis with<i>R</i>Package<b>aftgee</b>

Sy Han Chiou, Sangwook Kang, Jun Yan · Journal of Statistical Software · 2014 · 53 citations · Full text

, , +14

A Bayesian Semiparametric AFT Model for Interval-Censored Data

Timothy Hanson, Wesley O. Johnson · Journal of Computational and Graphical Statistics · 2004 · 50 citations

, , +16

Accelerated failure time models with covariates subject to measurement error

Wenqing He, Grace Y. Yi, Juan Xiong · Statistics in Medicine · 2007 · 49 citations

, , +14

1–5 of 20

Authors

100

  1. JH
    Jian Huang

    University of Iowa, United States

    2 publications · 144 citations

    2

    h-index

  2. MP
    Mariusz Paszkowski

    Instytut Nauk Geologicznych, Poland

    1 publications · 37 citations

    1

    h-index

  3. TH
    Timothy Hanson

    University of South Carolina, United States

    1 publications · 50 citations

    1

    h-index

  4. WH
    Wenqing He

    Western University, Canada

    1 publications · 49 citations

    1

    h-index

  5. NM
    Nieves Martínez Lago

    Complexo Hospitalario Universitario A Coruña, Spain

    1 publications · 27 citations

    1

    h-index

1–5 of 100

Institutions

79

  1. Blood Center of Zhejiang Province

    Hangzhou, China

    1 h-index

    1 publications

    26 citations

  2. Cancer Research And Biostatistics

    Seattle, United States

    1 h-index

    1 publications

    100 citations

  3. Northern Arizona University

    Flagstaff, United States

    1 h-index

    1 publications

    91 citations

  4. Hospital Universitario Virgen del Rocío

    Seville, Spain

    1 h-index

    1 publications

    27 citations

  5. Complejo Hospitalario de Ourense

    Ourense, Spain

    1 h-index

    1 publications

    27 citations

  6. Hospital Universitario de Canarias

    Tenerife, Spain

    1 h-index

    1 publications

    27 citations

  7. Hospital Universitario Nuestra Señora de Candelaria

    Tenerife, Spain

    1 h-index

    1 publications

    27 citations

  8. Avenir Health

    Glastonbury, United States

    1 h-index

    2 publications

    66 citations

1–8 of 79

Venues

  1. Biometrics

    2 publications · 110 citations

    2

    h-index

  2. Journal of Computational and Graphical Statistics

    JCGS · 2 publications · 141 citations

    2

    h-index

  3. 2

    h-index

  4. Computational Statistics

    1 publications · 14 citations

    1

    h-index

  5. Clays and Clay Minerals

    1 publications · 37 citations

    1

    h-index

1–5