Analyse Dataset with Longitudinal Targeted Minimum Loss/(Maximum Likelihood) Estimation

Analyse Dataset with Longitudinal Targeted Minimum Loss/(Maximum Likelihood) Estimation

Usage

analyse_ltmle(level = 0.95, alternative = "two.sided")

Arguments

level

confidence level for CI computation

alternative

alternative hypothesis for the tests "two.sided" or "one.sided"

Value

an analyse function that returns a list with the elements

• p p value of the score test (two.sided) or the Wald test (one.sided)

• alternative the alternative used

• coef coefficient for trt

• hr hazard ratio for trt

• hr_lower lower 95% confidence intervall boundary for the hazard ratio for trt

• hr_upperlower 95% confidence intervall boundary for the hazard ratio for trt

• CI_level the CI level used

• N_pat number of patients

• N_evt number of events

Details

alternative can be "two.sided" for a two sided test of equality of the summary statistic or "one.sided" for a one sided test testing H0: treatment has equal or shorter survival than control vs. H1 treatment has longer survival than control.