Regression Modeling for Marketers

This course is part of Data Science for Marketing Specialization

Instructors: A.W. Lukens +1 more

What you'll learn

  •   Apply regression analysis to understand & predict marketing outcomes. Interpret market data & refine statistical models for real-world application.
  • Skills you'll gain

  •   A/B Testing
  •   Customer Insights
  •   Marketing Strategies
  •   Market Dynamics
  •   Market Analysis
  •   Predictive Analytics
  •   Regression Analysis
  •   Marketing Analytics
  •   Statistical Modeling
  •   Marketing
  •   Data Visualization
  •   Statistical Analysis
  •   Predictive Modeling
  •   Statistical Software
  •   Statistical Hypothesis Testing
  • There are 4 modules in this course

    "Regression Modeling for Marketers" is a specialized course designed to elevate marketing professionals' analytical skills. Focusing on regression analysis, the course enables learners to quantify, explain, and predict marketing outcomes using both simple and multiple linear regression models. This course stands out by not only teaching the creation and interpretation of market data visualizations but also showing the use of advanced statistical software for gaining marketing insights. Learners will explore sophisticated analytical techniques like ANOVA, ANCOVA, and MANCOVA, enhancing their ability to dissect the impact of marketing strategies. The course also covers logistic regression and multivariate testing, key tools for anticipating market shifts and consumer choices. Additionally, it emphasizes the application of uplift modeling for targeted and personalized marketing campaigns, making it an essential resource for contemporary marketers.

    Interpreting SLR Output

    Beyond Simple Linear Regression (SLR)

    Applying and Generalizing Multiple Linear Regression (MLR)

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