Causality and Intervention Calculus
Timo Koski, John M. Noble · Wiley series in probability and statistics · 2009
This chapter contains sections titled: Introduction Conditioning by observation and by intervention The intervention calculus for a Bayesian network Properties of intervention calculus Transformations of probability A note on the order of ‘see’ and ‘do’ conditioning The ‘Sure Thing’ principle Back door criterion, confounding and identifiability Notes Exercises: Causality and intervention calculus