Course Level: Intermediate
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Competitive Intelligence Reporting & Communication
CI communication. Intelligence reporting, executive briefings, and actionable insights.
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Experimental Design & A/B Testing
Experimental design. A/B testing, factorial design, and controlled experiments.
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Industrial-Organizational Psychology Foundations
I-O psychology. Workplace behavior science, employee assessment, and organizational research.
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Time Series & Forecasting Methods
Time series analysis. ARIMA, exponential smoothing, and business forecasting.
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Bayesian Statistics for Business
Bayesian statistics. Bayesian inference, prior updating, and probabilistic business models.
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Survey Design & Sampling Methods
Survey methodology. Sampling design, survey instruments, and response bias.
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Multivariate Analysis & Data Reduction
Multivariate statistics. PCA, factor analysis, and cluster analysis for business.
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Statistical Quality Control & Process Analytics
Statistical quality. Control charts, process capability, and statistical process control.
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Causal Inference & Econometrics for Business
Causal inference. Difference-in-differences, regression discontinuity, and instrumental variables.
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Competitive Intelligence Frameworks & Strategy
CI strategy. Intelligence frameworks, competitive landscape analysis, and CI programs.