SimData.bin: Multi-source simulated dataset with a binary outcome.

In enorthrop/sup.r.jive: Supervised JIVE Methods: JIVE Predict, sJIVE, and sesJIVE

Multi-source simulated dataset with a binary outcome.

Description

A multi-source dataset with a binary outcome, saved as a list. The first two elements of the list are the X data matrices, each with 30 predictors and 20 people. The third element of the list is a binary outcome vector Y. Dataset was simulated using same constructed with true rankJ=1, rankI=c(1,1), a large error in X (90%) and a large signal in Y. Only the first 15 predictors in each dataset predict Y.

Usage

SimData.bin

Format

A list with 3 elements

X

A list of length 2. Each element in the list is a centered and scaled data matrix with 30 predictors (rows) and 20 people (columns)

Y

binary outcome vector of length 20

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enorthrop/sup.r.jive documentation built on Nov. 18, 2022, 6:01 p.m.