TensorComplete (version 0.2.0)

realization: An ordinal-valued tensor randomly simulated from the cumulative model.

Description

Simulate an ordinal-valued tensor from the cumulative logistic model with the parameter tensor and the cut-off points.

Usage

realization(theta,omega)

Value

An ordinal-valued tensor randomly simulated from the cumulative logistic model.

Arguments

theta

A continuous-valued tensor (latent parameters).

omega

The cut-off points.

References

C. Lee and M. Wang. Tensor denoising and completion based on ordinal observations. International Conference on Machine Learning (ICML), 2020.

Examples

indices <- c(10,20,30)
arr <- array(runif(prod(indices)),dim = indices)
b <- qnorm((1:3)/4)
r_sample <- realization(arr,b);r_sample