realdata: Hypothetical real data

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

Hypothetical real data

Description

Hypothetical real data for cross-validated adaptive signature design/cross-validated risk scores design.

Usage

data(realdata)

Format

A list of 2 data frames with patients and covariates data, and a vector of responses.

patients: A data frame with one row per patient and the following columns: FID (family ID), IID (individual ID), treat (1 for the treatment arm and 0 for the control arm).

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

response: A vector of hypothetical true binary responses.

The order of the patients in the data frames and the vector of responses should match.

Examples

#"cvrs" method
data(realdata)
sig = 0.05
group.prop.sig = 0.2
method = "cvrs"
seed = 123
plotrs = T
eta = NULL
R = NULL
G = NULL 
realres.cvrs = analyse.realdata(realdata, sig, group.prop.sig, method, eta, R, G, seed, plotrs)

#"cvasd" method
data(realdata)
sig = 0.05
group.prop.sig = 0.2
method = "cvasd"
seed = 123
plotrs = F
eta = c(0.1, 0.2, 0.3)
R = c(2, 1.5, 1.2)
G = c(3, 2,1)
realres.cvasd = analyse.realdata(realdata, sig, group.prop.sig, method, eta, R, G, seed, plotrs)

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