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Do we convert the times series data to panel data to use supervised machine learning ? Apart from simple regression model, Can we use other machine learning algorithms in panel data for doing time series analysis?
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When should we use panel data for time series analysis ?
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If the Panel Data is given then pooled linear regression model is best suited for time series analysis for this kind of data ? and when normal time series Data is given then we should go for ARIMA models, etc ?
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