Time-Series Analysis via Low-Rank Matrix Factorization Applied to Infant-Sleep Data

Sheng Liu, Mark Cheng, Hayley Brooks +4

We propose a nonparametric model for time series with missing data based on low-rank matrix factorization. The model expresses each instance in a set of time series as a linear com…