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Question: 4. Consider a monthly time series dataset for which we believe that the model Xt = (at + b)st + Z…

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Question: 4. Consider a monthly time series dataset for which we believe that the model Xt = (at + b)st + Z...

Show transcribed image text 4. Consider a monthly time series dataset for which we believe that the model Xt = (at + b)st + Zt is appropriate where St is a seasonal function i.e., St+d = St and Zt is white noise. What would be a way to difference the data in order to eliminate both trend and seasonality and why does it work?

4. Consider a monthly time series dataset for which we believe that the model Xt = (at + b)st + Zt is appropriate where St is a seasonal function i.e., St+d = St and Zt is white noise. What would be a way to difference the data in order to eliminate both trend and seasonality and why does it work?

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