summary.jointSurroMed: Short summary of the random effects parameters, the fixed...

Description Usage Arguments Value See Also

Description

This function returns the estimate of the coefficients of the model, their standard error and the associated p-values of the Wald test for the joint surrogate model, also hazard ratios (HR) and their confidence intervals for the fixed treatment effects. It also displays summary of the surrogacy measure R(t) and of the natural direct, indirect and total effect.

Usage

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## S3 method for class 'jointSurroMed'
summary(object,d=4,len=3,n=3,...)

Arguments

object

An object inheriting from jointSurroMed class.

d

The desired number of digits after the decimal point for parameters. The maximum of 4 digits is required for the estimates. Default of 3 digits is used.

len

The desired number of digits after the decimal point for p-value and convergence criteria. Default of 4 digits is used.

n

The number of time points to be used in the results of the differents function related to the mediation analysis: g(s), R(t) and the direct, indirect and total effect. The provided value should be between 1 and 20. Default is 3.

...

other unused arguments.

Value

For the variances parameters of the random effects, it prints the estimate of the coefficients with their standard error, Z-statistics and p-values of the Wald test. For the fixed treatment effects, it also prints HR and its confidence intervals for each covariate. For the surrogacy assessment, prints n value of the estimation function g(s) and R(t). Also prints the values of the estimated direct, indirect and total effects. The remaining displayed information concern the convergence characteristics and include the penalized marginal log-likelihood, the number of iterations, the LCV and the convergence criteria.

See Also

jointSurroPenal


frailtypack documentation built on Dec. 20, 2021, 5:07 p.m.