Regression

In this section we introduce traditional statistical regression models. Depending on the type of data, we may use different models.

  • Continuous

    • ordinary least squares

    • survival time, e.g. time

      • proportional hazard model

  • Discrete

    • non-negative integer, e.g. count

      • Poisson log-linear model

    • binary

      • logistic regression

    • multi-class

      • multinomial logit model

      • ordinal logit model

      • nested logit model

  • Censored

    • e.g. earnings (minimum wage, survival)

    • Tobit model