simdata2: Simulated data

In svetlanache/rapids: What the Package Does (One Line, Title Case)

Simulated data

Description

Simulated data for cross-validated risk scores design with two outcomes (CVRS2).

Usage

data(simdata2)

Format

A list of 4 data frames: patients, covar, response, response2. The list corresponds to the output of the simulate.data2 function.

patients: A data frame with one row per patient and the following columns: FID (family ID), IID (individual ID), , sens.resp.true (true sensitivity to response), sens.resp2.true (true sensitivity to response2), cluster.true (1 for sens.pred.true ==1 and sens.pred2.true == 1, 2 for sens.pred.true ==0 and sens.pred2.true == 1, 3 for sens.pred.true ==1 and sens.pred2.true == 0 and 4 for sens.pred.true ==0 and sens.pred2.true == 0), sens.true (1 for cluster.true == 1, 0 otherwise), treat (1 for treatment and 0 for control), rr (probability of a binary response 1), rr2 (probability of a binary response 2)

covar: Covariate data for L covariates, one row per patient.

response: A data frame of simulated binary response 2, one column per simulation run.

response2: A data frame of simulated binary response 2, one column per simulation run.

The order of the patients in the data frames should match.

Examples

#"cvrs" method
data(simdata2)
nclust = 4
sig = 0.05
group.prop.sig = 0.2
seed = 123
plotrs = T
simres.cvrs2 = analyse.simdata2 (simdata2, nclust, sig, group.prop.sig, seed, plotrs)

svetlanache/rapids documentation built on Sept. 15, 2023, 7 a.m.