snSMART (version 0.2.4)

trialDataMF: Dataset with continuous outcomes

Description

sample synthetic dataset of snSMART (mapping function) with continuous outcomes

Usage

trialDataMF

Format

This data frame contains the following columns:

id

participant ID

trt1

treatment received in stage 1 - possible values: 1 (placebo), 2, 3

stage1outcome

a number between 0-100 that represents the stage 1 treatment effect

stay

indicates whether the participant stayed on the same treatment arm in stage 2 - possible values: 0 (didn't stay), 1 (stayed)

trt2

treatment received in stage 2 - possible values: 2, 3

stage2outcome

a number between 0-100 that represents the stage 2 treatment effect

Examples

trialData <- trialDataMF

BJSM_result <- BJSM_c(
  data = trialData, xi_prior.mean = c(50, 50, 50),
  xi_prior.sd = c(50, 50, 50), phi3_prior.sd = 20, n_MCMC_chain = 1,
  n.adapt = 1000, MCMC_SAMPLE = 5000, ci = 0.95, n.digits = 5
)

summary(BJSM_result)
print(BJSM_result)