trialDataMF: Dataset with continuous outcomes

In sidiwang/snSMART: Small N Sequential Multiple Assignment Randomized Trial Methods

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)

sidiwang/snSMART documentation built on Oct. 8, 2024, 9:31 p.m.