• of time. In a proportional hazards model, the unique effect of a unit increase in a covariate is multiplicative with respect to the hazard rate. For example...
    34 KB (5,526 words) - 22:37, 17 April 2024
  • model (AFT model) is a parametric model that provides an alternative to the commonly used proportional hazards models. Whereas a proportional hazards...
    11 KB (1,425 words) - 22:21, 23 March 2024
  • _{k}X_{k}{\big )}.} Such models are generally classed proportional hazards regression models; the best known being the Cox proportional hazards model, and the exponential...
    16 KB (2,159 words) - 17:50, 10 January 2024
  • they first see the clinician. The Cox model assumes that the hazards are proportional. The proportional hazard assumption may be tested using the R function...
    47 KB (6,711 words) - 04:59, 25 March 2024
  • instantaneous hazards of progression to one state, conditional on occupying another state. Extensions of the Cox proportional hazard models are popular models in...
    8 KB (1,134 words) - 09:29, 18 November 2023
  • to other statistical models including generalized linear models, generalized estimating equations, proportional hazards models, and M-estimators. Lasso's...
    48 KB (7,736 words) - 01:41, 22 April 2024
  • Stephen P. Estimation of discrete time (grouped duration data) proportional hazards models: pgmhaz (PDF) (Report). ESRC Research Centre on Micro-Social...
    4 KB (567 words) - 18:24, 30 December 2021
  • Thumbnail for David Cox (statistician)
    field of statistics included introducing logistic regression, the proportional hazards model and the Cox process, a point process named after him. He was a...
    24 KB (1,974 words) - 10:43, 7 April 2024
  • _{0}^{t}h(v)dv=-ln(S(t))} The hazard function h(t|x,θ){\displaystyle h(t|\mathbf {x} ,\mathbf {\theta } )} of the Hypertabastic proportional hazards model has the form...
    36 KB (5,295 words) - 06:56, 15 April 2024
  • Ordinal regression (category Generalized linear models)
    {w} \cdot \mathbf {x} ))} which gives the proportional hazards model. The probit version of the above model can be justified by assuming the existence...
    10 KB (1,268 words) - 12:19, 12 February 2024