subset_data: Function to subset data for meta-analysis

In spBPS: Bayesian Predictive Stacking for Scalable Geospatial Transfer Learning

Function to subset data for meta-analysis

Description

Function to subset data for meta-analysis

Usage

subset_data(data, K)

Arguments

data	list three elements: first named Y, second named X, third named crd
K	integer number of desired subsets

Value

list subsets of data, and the set of indexes

Examples

## Create a list of K random subsets given a list with Y, X, and crd
n <- 100
p <- 3
q <- 2
X <- matrix(rnorm(n*p), nrow = n, ncol = p)
Y <- matrix(rnorm(n*q), nrow = n, ncol = q)
crd <- matrix(runif(n*2), nrow = n, ncol = 2)
subsets <- subset_data(data = list(Y = Y, X = X, crd = crd), K = 10)

spBPS documentation built on Oct. 25, 2024, 5:07 p.m.