Nhat: Compute the N-hat value, which is the numerator value of the...

View source: R/trainingfunctions.R

NhatR Documentation

Compute the N-hat value, which is the numerator value of the composite prediction for a sample k and a subgraph lambda.

Description

Compute the N-hat value, which is the numerator value of the composite prediction for a sample k and a subgraph lambda.

Usage

Nhat(Aind, Aout, phi, M, Beta0, Beta1, BetaC, C)

Arguments

Aind

The matrix containing the values of the independent analyte type.

Aout

The matrix containing the values of the outcome analyte type.

phi

The weights of the meta-features.

M

The meta-features.

Beta0

The intercept coefficients.

Beta1

The analyte coefficients.

BetaC

The covariate coefficients.

C

The covariates for the predictors of interest. If no covariates, this value should be NA.


ncats/MultiOmicsGraphPrediction documentation built on Aug. 23, 2023, 9:19 a.m.