1. Machine Learning for SQL Use Cases
  2. Concepts
  3. Machine Learning Algorithms
  4. About Generalized Linear Model
  5. Linear Regression
  6. Coefficient Statistics for Linear Regression

Coefficient Statistics for Linear Regression

Lists coefficient statistics for linear regression.

Generalized Linear Model regression models generate the following coefficient statistics:

  • Linear coefficient estimate

  • Standard error of the coefficient estimate

  • t-value of the coefficient estimate

  • Probability of the t-value

  • Variance Inflation Factor (VIF)

  • Standardized estimate of the coefficient

  • Lower and upper confidence bounds of the coefficient