predictionTheta {warpMix}

Predict the warping parameters.

Description

This function predict the warping parameters, using the estimations of those parameters, and fitting a linear mixed effect model on them.

Usage

predictionTheta(thetaObs, sigmaEpsilon)

Arguments

thetaObs

A matrix (size: n * T) corresponding of the estimations of the warping parameters.

sigmaEpsilon

A number, defining the variance of the noise in the linear mixed- effect model fitted on the warping parameters.

Value

A list, with theta, a matrix of predicted warping parameters, sigmaE the covariance of the random effects, and theta0 the mean.