"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.
Regression Modeling for Marketers
Ce cours fait partie de Spécialisation Data Science for Marketing
Instructeurs : A.W. Lukens
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Expérience recommandée
Ce que vous apprendrez
Apply regression analysis to understand & predict marketing outcomes. Interpret market data & refine statistical models for real-world application.
Compétences que vous acquerrez
- Catégorie : Predictive Analytics for Consumer Insights
- Catégorie : Regression Analysis in Marketing
- Catégorie : Data Visualization
- Catégorie : Advanced Market Analysis Techniques
- Catégorie : Statistical Software Output Interpretation
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Il y a 4 modules dans ce cours
Grasp the essentials of Simple Linear Regression to predict and influence market outcomes. This module guides you through creating insightful scatter plots and using statistical software, turning data into reliable, predictive tools for marketing success.
Inclus
5 vidéos3 lectures6 devoirs
Learn to decode SLR outputs, enhancing your ability to make precise marketing predictions. Understand the significance of regression coefficients and R-squared values in shaping marketing strategies that are both data-driven and impactful.
Inclus
6 vidéos4 lectures7 devoirs
Elevate your predictive modeling with advanced techniques. This module takes you beyond SLR, showing you how to incorporate multiple factors into your analyses for more nuanced and effective marketing insights.
Inclus
10 vidéos6 lectures11 devoirs
Discover the power of Multiple Linear Regression in understanding complex market dynamics. Learn to integrate diverse factors into your analysis, using advanced techniques like ANOVA and MANCOVA for deeper market insights and smarter marketing decisions.
Inclus
10 vidéos11 lectures11 devoirs
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