S$3$: ADDITIONAL EXAMPLES Causal Forecast

Example $1$

A Home Depot store in Jacksonville wants to forecast the demand of fire pits during the first winter

weekends. The product manager found that in the past there has been a link between temperature and

sales of fire pits. She wants to build a causal forecast model with the following data collected over the

past winter $($figures are not real$).$