UNIT I The Marketing Process
Transformational role of analytics-Data-Why Marketing Analytics? -Introduction to the Marketing Process-Strategic Challenge- Marketing Strategy with Data-Using Text Analytics-Utilizing Data to Improve Marketing Strategy- Improving the Marketing Process with Analytics.
UNIT II Metrics for Measuring Brand Assets
Introduction to Metrics for Measuring Brand Assets-Snapple and Brand Value-Developing Brand Personality-Brand Personality-Developing Brand Architecture-Brand Architecture-Measuring Brand Value-Measuring Brand Value: Key Points-Revenue Premium as a Measure of Brand Equity-Calculating Brand Value- Measuring Brand Value
UNIT III Customer Lifetime Value
Customer Lifetime Value (CLV)-Customer Lifetime Value-Calculating CLV-Understanding the CLV Formula-Applying the CLV Formula-Extending the CLV Formula-Extending the CLV Formula-Using CLV to Make Decisions-CLV: A Forward-Looking Measure.
UNIT IV Marketing Experiments
Determining Cause and Effect through Experiments-Designing Basic Experiments-Designing Before - After Experiments-Designing Full Factorial Web Experiments-Designing an Experiment-Analyzing an Experiment-Analyzing an Experiment-Calculating Projected Lift-Pitfalls of Marketing Experiments-Maximizing Effectiveness: Nanoblocks.
UNIT V Regression Basics
Using Regression Analysis-What Regressions Reveal-Interpreting Regression Outputs-Multivariable Regressions-Omitted Variable Bias-Using Price Elasticity to Evaluate Marketing-Understanding Log-Log Models-Marketing Mix Models
Learning Resources
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