 Regression methods are important in econometrics because economists typically cannot use controlled experiments.Econometricians often seek illuminating natural experiments in the absence of evidence from controlled experiments.Observational data may be subject to omitted-variable bias and a list of other problems that must be addressed using causal analysis of simultaneous-equation models.