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Improving Automated Time Series Forecasting with the Use of Model Ensembles
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There currently exist several "black box" software libraries for the automatic forecasting of time series. Popular among these are the 'forecast' and 'bsts' pac
Practical Time Series Forecasting with R
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Practical Time Series Forecasting with R: A Hands-On Guide, Third Edition provides an applied approach to time-series forecasting. Forecasting is an essential c
Hands-On Ensemble Learning with Python
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Combine popular machine learning techniques to create ensemble models using Python Key FeaturesImplement ensemble models using algorithms such as random forests
Deep Learning for Time Series Forecasting
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Deep learning methods offer a lot of promise for time series forecasting, such as the automatic learning of temporal dependence and the automatic handling of te
Forecasting Economic Time Series
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Economic Theory, Econometrics, and Mathematical Economics, Second Edition: Forecasting Economic Time Series presents the developments in time series analysis an