#$\text{'}$ ## $\backslash$textcolor$\{$blue$\}\{$Question $2\}$

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knitr::include$\_$graphics$("$WiderPredictionIntervals$.$png$")$

#$\text{'}**$Prediction intervals become wider as the lag of the forecasts increases. See the figure above $($in the PDF$)$ for an example where intervals widen as we go farther in time.$**$

#$\text{'}**$Please explain this change in relation to the material on forecast characteristics.$**$

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#$\text{'}$#$\text{'}**$If the image does not render for you, you can find it as WiderPredictionIntervals.png in the folder that contains the homework files.$**$

#$\text{'}**$If you get compile report errors due to line $207($knitr::include$\_$graphics$("$WiderPredictionIntervals$.$png$")),$ delete it before compiling the report again.$**$

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#$\text{'}$ YOUR INSIGHTS HERE

$46657905$