Statistics and Quantitative MethodsCourse

Analytics and Technology / 6 weeks

Statistics and Quantitative Methods

Gives managers practical fluency in uncertainty, sampling, correlation, regression, forecasting, and quantitative judgment.

Learning path

Six modules with practical application.

  1. Data types, distributions, summary measures, and visual diagnostics
  2. Sampling, confidence intervals, statistical significance, and practical significance
  3. Correlation, causation, omitted variables, and business interpretation traps
  4. Regression basics, coefficients, residuals, model fit, and diagnostics
  5. Forecasting, seasonality, trend, error measurement, and scenario ranges
  6. Quantitative decision memos: assumptions, limitations, and executive communication

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