summary.VTSIMU: Summarize simulation results

View source: R/visit_simu.R

summary.VTSIMUR Documentation

Summarize simulation results

Description

Summarize the simulation results with numerous statistical measures

Usage

## S3 method for class 'VTSIMU'
summary(object, ...)

Arguments

object

A class VTSIMU list generated by vtSimu

...

Reserved parameters

Value

A list containing

  • dose: Frequency for each dose level being selected as the optimal dose level

  • npat: Average number of patients for each cohort and each dose level

  • samples: Average number of DLT risks and responses for each cohort on each dose level

  • decision: Frequency each region in the decision map is selected for each cohort on each dose level

  • prob: Average conditional probabilities corresponding to each region in the decision map for each cohort on each dose level

  • ptox: Mean and credible interval of DLT risk rates for each cohort on each dose level

  • pres: Mean and credible interval of immune response rates for each cohort on each dose level

Examples

rst.sce <- vtScenario(tox = c(0.05, 0.05, 0.08),
                      res = c(0.2, 0.3, 0.5),
                      rho = 1)
rst.simu  <- vtSimu(n.rep = 50, n.cors = 2, trueps = rst.sce,
                    size.cohort=3, size.level=12,
                    prob.mdl="NONPARA");
sum.simu <- summary(rst.simu)


visit documentation built on Aug. 9, 2023, 5:08 p.m.