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| Section | Objectives |
|---|---|
| Data Analysis Fundamentals | - Data Visualization Techniques - Data Quality and Cleaning - Data Types and Measurement Scales - Descriptive Statistics |
| Decision-Making Frameworks | - Rational Decision Models - Cost-Benefit Analysis - Risk Analysis and Assessment - Evidence-Based Decision Making |
| Data-Driven Culture and Communication | - Building Data-Informed Organizations - Presenting Data Insights - Stakeholder Communication - Ethical Considerations in Data Use |
| Business Intelligence and Analytics | - Data Mining Concepts - Predictive Analytics Basics - Key Performance Indicators (KPIs) - Dashboards and Reporting |
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An analyst used multiple linear regression to show how a big box store's sales (y) are predicted by the big box store's advertising expenditure in dollars (variable x1) and the advertising expenditure in dollars of a specialty store (variable x2) in the same market. The estimated regression is y = 651.57 + 92.30x1 # 26.89x2. How are advertising expenditures and sales related in this scenario?
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