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Fused LASSO as Non-Crossing Quantile Regression
Quantile crossing has been an ever-present thorn in the side of quantile regression.
Nowcasting Growth using Google Trends Data: A Bayesian Structural Time Series Model
The application to nowcasting GDP growth as well as a simulation study demonstrate that the horseshoe prior BSTS improves markedly upon the SSVS and the original BSTS model with the largest gains in dense data-generating-processes.
Estimating State of Charge for xEV batteries using 1D Convolutional Neural Networks and Transfer Learning
In this paper we propose a one-dimensional convolutional neural network (CNN)-based state of charge estimation algorithm for electric vehicles.
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