Part II of the CQRM Certification Program

2 hours 50 minutes in 7 instructional videos

  • 1

    Optimization (50 min)

    • Optimization Theory and Application Overview (25 min)

    • Optimization Hands-on Modeling (25 min)
  • 2

    UNIT 5: FORECASTING (120 min)

    • Forecasting Theory: Autocorrelation, Heteroskedasticity, Micronumerosity, Multicollinearity, Seasonality, Sphericity (25 min)

    • Forecasting with Time-series Models, J-S Curves, Stochastic Processes (30 min)

    • Regression: Bivariate, Functional Forms, Multivariate, Stepwise and Others [2SLS, Logit, Probit, Tobit, Poisson, Ridge, Weighted] (35 min)

    • Other Advanced Forecasting Methods: ARIMA, Econometrics, GARCH, Cubic Spline, Limited Dependent Variables, and Stochastic Processes (30 min)