KInt: Kernel Matrix Integration

In Yuliaxis/kernInt: Kernel Integration of Microbiome Analysis Methods & Data

Description

Kernel Matrix Integration

Usage

KInt(data, coeff = "mean")

Arguments

data	A three-dimensional (n·d·m) array containing m kernel matrices
coeff	A vector of length m with the weight of each kernel matrix

Value

A kernel matrix

Examples

DATA <- array(dim=c(4,4,3))
DATA[,,1] <- matrix(abs(rnorm(16)),nrow=4,ncol=4)
diag(DATA[,,1]) <- 1
DATA[,,2] <- matrix(abs(rnorm(16)),nrow=4,ncol=4)
diag(DATA[,,2]) <- 1
DATA[,,3] <- matrix(abs(rnorm(16)),nrow=4,ncol=4)
diag(DATA[,,3]) <- 1
KInt(data=DATA)
KInt(data=DATA,coeff=c(0.5,0.3,0.2))

Yuliaxis/kernInt documentation built on Feb. 20, 2022, 12:38 a.m.