Trend of High-Dimensional Time Series Matrix Estimation

Matrix factorization for multivariate time series with both low rank and temporal structures. The procedure is the one proposed by Alquier, P. and Marie, N. "Matrix factorization for multivariate time series analysis." Electronic Journal of Statistics, 13(2), 4346-4366 (2019).


Reference manual

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install.packages("TrendTM")

2.0.21 by Emilie Lebarbier, 2 years ago


Browse source code at https://github.com/cran/TrendTM


Authors: Emilie Lebarbier [aut, cre] , Nicolas Marie [aut] , Amélie Rosier [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports softImpute, capushe, fda


See at CRAN