Concepedia

Accelerated Failure Time Models

Accelerated Failure Time Models is a parametric regression framework in survival analysis that represents (typically the logarithm of) survival time as a linear function of covariates such that covariate effects act multiplicatively on the time scale—accelerating or decelerating the entire survival trajectory by a constant factor—rather than multiplicatively on the hazard function as in proportional hazards models.

427

Publications

23K

Citations

951

Authors

520

Institutions

Publications per year

2017–2026

103

Variants

Aft Models

Parents

Children

Publications

427

Censored regression quantiles

James L. Powell · Journal of Econometrics · 1986 · 921 citations

, , +14

The accelerated failure time model: A useful alternative to the cox regression model in survival analysis

L. J. Wei · Statistics in Medicine · 1992 · 835 citations

, , +13

Correcting for non-compliance in randomized trials using rank preserving structural failure time models

James M. Robins, Anastasios A. Tsiatis · Communication in Statistics- Theory and Methods · 1991 · 430 citations

, , +16

Rank-based inference for the accelerated failure time model

Zhezhen Jin · Biometrika · 2003 · 406 citations

, , +14

Censored Regression Quantiles

Stephen Portnoy · Journal of the American Statistical Association · 2003 · 395 citations

, , +14

1–5 of 427

Authors

951

  1. JZ
    Jiajia Zhang

    University of South Carolina, United States

    9 publications · 289 citations

    9

    h-index

  2. AK
    Arnošt Komárek

    Charles University, Czechia

    8 publications · 279 citations

    8

    h-index

  3. SM
    Shuangge Ma

    Yale University, United States

    8 publications · 428 citations

    8

    h-index

  4. JH
    Jian Huang

    University of Iowa, United States

    8 publications · 468 citations

    8

    h-index

  5. TH
    Timothy Hanson

    University of South Carolina, United States

    8 publications · 311 citations

    8

    h-index

1–5 of 951

Institutions

520

  1. Harvard University

    Cambridge, United States

    18 h-index

    36 publications

    4.2K citations

  2. University of California, Berkeley

    Berkeley, United States

    12 h-index

    21 publications

    1.8K citations

  3. University of Michigan

    Ann Arbor, United States

    11 h-index

    16 publications

    899 citations

  4. University of South Carolina

    Columbia, United States

    11 h-index

    14 publications

    557 citations

  5. Yale University

    New Haven, United States

    10 h-index

    12 publications

    723 citations

  6. Cancer Research And Biostatistics

    Seattle, United States

    10 h-index

    13 publications

    1.2K citations

  7. University of Iowa

    Iowa City, United States

    9 h-index

    13 publications

    726 citations

  8. The University of Texas MD Anderson Cancer Center

    Houston, United States

    8 h-index

    18 publications

    2.5K citations

1–8 of 520

Venues

  1. Statistics in Medicine

    38 publications · 2.7K citations

    23

    h-index

  2. Biometrics

    28 publications · 1.8K citations

    22

    h-index

  3. Biometrika

    24 publications · 2.7K citations

    22

    h-index

  4. Journal of the American Statistical Association

    26 publications · 2.4K citations

    21

    h-index

  5. IEEE Transactions on Reliability

    16 publications · 784 citations

    15

    h-index

1–5