CompetingRiskFrailtySurvfitObject {CompetingRiskFrailty} | R Documentation |
An object of the class 'CompetingRiskFrailtySurvfit' returned as a list by the 'CompetingRiskFrailtySurvfitCreate' function and representing a fitted competing risks hazard model with frailties and varying coefficients. It has methods for generic functions print and plot.
L |
number of comepting risks. |
M.list |
a list with elements specifying the number of chosen gamma distributions of frailties for each competing risk. |
fixed.coef.optim |
named vector of estimates of fixed parameters, beta, of the model. |
random.coef.optim |
named vector of estimates of random parameters, u, of the model. |
penalty.varying.optim |
named vector of penalty values for the random parts of the varying coefficients. |
penalty.weights.optim |
optimal value of the penalty parameter of the frailty mixture density. |
grid.frame |
a frame of grid values for plotting of the varying coefficients. |
varying.list |
a frame containing the values of varying coefficients. |
deviation.list |
a list containing the values of deviation for varying coefficients. |
frailty.list |
a list of frailty estimates, each component is a vector according to the competing risk. |
mixture.weights |
a vector of estimated mixture weights for the components of the mixture frailty distribution. |
aic.optim |
an optimal aic value of the model. |
df.weights.optim |
an optimal value of the degrees of freedom for mixture weights. |
log.lik.margin.optim |
an optimal value of the marginal log likelihood of the model. |
p |
number of covariates; for factors including their categories (excluding reference category). |
factor.names |
covariates' names; for factors the names of categories (excluding reference category). |
risk.names |
a character vector with the names of competing risks. |
Pavel Khomski <pkhomski@wiwi.uni-bielefeld.de>
Kauermann G. and Khomski P. (2006). Full time or part time reemployment: a competing risk model with frailties and smooth effects using a penalty based approach , to appear.
CompetingRiskFrailtySurv
, CompetingRiskFrailtySurvfitCreate