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I have tried a linear regression model for the same data, Since the regression line is continuous i'm not sure if it works to predict the outcome values for next 15 days, or for a given period of time!

Are there any models to be considered?

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  • $\begingroup$ What do you want to predict exactly? This sounds to me like a survival analysis problem, but can't confirm with no data. $\endgroup$ – 89f3a1c Nov 16 '19 at 14:19
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If its a timer series data, then according to me you should go for RNN based model, typically LSTM.

Also you are looking an output for next "n" days, in this case you have to develop "Multi-Step LSTM Models".

Please refer a very good link on TimeSeries problems

Also you can refer TensoFlow code of very basic timeseries problem on github.

Note: Please modify code for Multi Step problem.

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