Causal Inference

Concepts in Causal Inference I: Confounding and Selection Bias

An overview of two of the main obstacles to causal inference: Confounding and Selection Bias

Concepts in Causal Inference II: Instrumental Variables in the Built Environment

An overview of the conditions required for instrumental variables and an example application in the built environment

Concepts in Causal Inference: Preface and Identifiability Conditions

A motivation and illustration of some of the basic principles underlying Causal Inference