Instructions:

$1.$ Extend the simulation study layout to include the marketing index data. The sales data has already been provided as a completed example of the simulation design.

$2.$ Replicate the simulation study layout to generate a set of plausible values for the sales$/$revenue data. Implement the same design on the marketing index data.

$3.$ Conduct a descriptive analysis of each simulated distribution $($Sales$/$Revenue & Marketing Index$).$

$4.$ Compare the sales revenue data and the marketing index data to the company goals.

$5.$ Conduct an inferential comparison of the distributions of the $($e$.$g$.,$ t$-$test or ANOVA$).$

$6.$ Prepare a $1-$page summary to your chief product officer on which product is most closely matched to the company goals.