From the course: Marketing Attribution and Mix Modeling
Unlock the full course today
Join today to access over 23,200 courses taught by industry experts.
Forecasting future scenarios for planning
From the course: Marketing Attribution and Mix Modeling
Forecasting future scenarios for planning
- [Instructor] You built a marketing mixed model you're proud of, so now how do you use it to make decisions? Forecasting future performance with your model coefficients can be a powerful tool for choosing the right marketing strategy, and finance will love you for it. This is a marketing mixed model for an ice cream store, and they want to forecast what they should spend in Q1 to hit their goals. So if you're going to do a forecast, and you have your marketing mix model, you have your coefficients, which are just over here, they're provided by the LINEST function, then we just need to plot out what are the future values that we're assuming in order to forecast our model. So if we look at the weeks, we end on week 52, which is the end of the year, and now we're just going to forecast out for next year. So just going to say week next year. And then going to have the forecast, which will be forecasted revenue. Make…
Practice while you learn with exercise files
Download the files the instructor uses to teach the course. Follow along and learn by watching, listening and practicing.
Contents
-
-
-
-
(Locked)
Before and after an event: Trend analysis4m 40s
-
(Locked)
Linear regression with a single variable6m 4s
-
(Locked)
Variables with positive and negative correlations5m 45s
-
(Locked)
Multivariable regression: Building your marketing mix model11m 30s
-
(Locked)
Feature transformation with diminishing returns and adstocks10m 27s
-
(Locked)
Statistical tests to validate your model's accuracy12m 47s
-
(Locked)
Forecasting future scenarios for planning11m 25s
-
(Locked)
-
-