Sparse Interval-valued Time Series Modeling with Machine Learning

Haowen Bao, Yongmiao Hong, Yuying Sun +1

By treating intervals as inseparable sets, this paper proposes sparse machine learning regressions for high-dimensional interval-valued time series. With LASSO or adaptive LASSO te…