simulateHTS: simulateHTS

In codacore: Learning Sparse Log-Ratios for Compositional Data

simulateHTS

Description

This function simulates a set of (x, y) pairs. The covariates x are compositional, meaning they only carry relative information. The response y is a binary indicator. The rule linking x and y can be a balance or an amalgamation.

Usage

simulateHTS(n, p, outputType = "binary", logratio = "simple")

Arguments

n	Number of observations.
p	Number of covariates.
outputType	A string indicating 'binary' or 'continuous'.
logratio	A string indicating 'simple', 'balance', or 'amalgamation'.

Value

A list containing a matrix of inputs and a vector of outputs

codacore documentation built on Aug. 30, 2022, 1:08 a.m.