See Lecture $1$ notes $($on page $38),$ for a new car model with city mpg $=30,$ the forecasted carbon footprint is $=5\mathrm{.}9$ tons of CO$2/$year$.$ Compute the corresponding forecasting intervals using the formula given on page $38.$ Outline Introduction Examples of Time Series Example of Financial Time Series Objective of Time Series Analysis Basic statistics review Simple linear regression Forecasting $$ Za$/25$ V $$ Forecasts from a simple regression model for a specific "new" x: $=8$o $+$ Bix. $.$ The prediction interval for this forecast is $($x $-$ x$)2+$z$/2$Se$/1+1/$n$+/($n$-1).$ The estimated regression line for the car example is $=12\mathrm{.}53-0\mathrm{.}22$x$..$ For a new car model with city mpg$=30,$ the forecasted carbon footprint is g $=5\mathrm{.}9$ tons of CO$2/$year$.$ We can also compute the corresponding forecasting intervals. Xiaodong Lin Financial Time Series Analysis: Lecture one