Concepedia

Spline-based Survival Models

Spline-Based Survival Models is a statistical modeling framework within survival analysis that uses spline functions to flexibly model the time-varying effects of covariates or the baseline hazard function, thereby enabling more accurate and smooth estimations of survival probabilities compared to traditional parametric or piecewise approaches.

149

Publications

13K

Citations

656

Authors

351

Institutions

Publications per year

2017–2026

54

Parents

Publications

149

Flexible regression models with cubic splines

Sylvain Durrleman, Richard Simon · Statistics in Medicine · 1989 · 2.7K citations

, , +16

Flexible parametric proportional‐hazards and proportional‐odds models for censored survival data, with application to prognostic modelling and estimation of treatment effects

Patrick Royston, Mahesh Parmar · Statistics in Medicine · 2002 · 1.5K citations

, , +17

Gaining more flexibility in Cox proportional hazards regression models with cubic spline functions

Harald Heinzl, Alexandra Kaider · Computer Methods and Programs in Biomedicine · 1997 · 283 citations

, , +14

Flexible parametric models for relative survival, with application in coronary heart disease

Christopher P. Nelson, Paul C. Lambert, Iain Squire et al. · Statistics in Medicine · 2007 · 262 citations · Full text

, , +17

Assessing time‐by‐covariate interactions in proportional hazards regression models using cubic spline functions

Kenneth R. Hess · Statistics in Medicine · 1994 · 218 citations

, , +16

1–5 of 149

Authors

656

  1. PC
    Paul C. Lambert

    University of Leicester, United Kingdom

    9 publications · 941 citations

    9

    h-index

  2. MJ
    Michael J. Crowther

    University of Leicester, United Kingdom

    6 publications · 405 citations

    6

    h-index

  3. MA
    Michał Abrahamowicz

    McGill University, Canada

    6 publications · 305 citations

    6

    h-index

  4. CK
    Charles Kooperberg

    Fred Hutch Cancer Center, United States

    4 publications · 356 citations

    4

    h-index

  5. NB
    Nadine Bossard

    Hospices Civils de Lyon, France

    3 publications · 112 citations

    3

    h-index

1–5 of 656

Institutions

351

  1. University of Leicester

    Leicester, United Kingdom

    12 h-index

    25 publications

    2.6K citations

  2. Karolinska Institutet

    Stockholm, Sweden

    8 h-index

    20 publications

    1.5K citations

  3. Harvard University

    Cambridge, United States

    8 h-index

    20 publications

    1.7K citations

  4. McGill University

    Montreal, Canada

    7 h-index

    15 publications

    532 citations

  5. University of Washington

    Seattle, United States

    6 h-index

    6 publications

    598 citations

  6. Boston University

    Boston, United States

    5 h-index

    9 publications

    450 citations

  7. University College London

    London, United Kingdom

    5 h-index

    9 publications

    300 citations

  8. National Cancer Institute

    Bethesda, United States

    5 h-index

    9 publications

    314 citations

1–8 of 351

Venues

  1. Statistics in Medicine

    22 publications · 5.8K citations

    19

    h-index

  2. Biometrics

    12 publications · 1K citations

    12

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 5 publications · 175 citations

    5

    h-index

  4. Statistical Methods in Medical Research

    4 publications · 98 citations

    4

    h-index

  5. 3

    h-index

1–5