This is an introductory article which explains the importance of explicit consideration and modeling of causality, contrary to current econometric practice, in order to use data set for extraction of meaningful information. One of the easiest to understand approaches to causality is via Simpson’s paradox. We will use this paradox, framed in different real-world contexts, to provide an introduction to basic concepts of causality.
Keywords: Simpson’s Paradox, Causality, Econometrics, Confounders, Mediators.
JEL Classifications: C0, C1.
DOI #: 10.33818/ier.687042
Makalenin Tam Metni
Bu sayıdaki tüm makaleler
1 Asad Zaman, Professor of Economics, Former Vice Chancellor, Pakistan Institute of Development Economics, Islamabad, Pakistan (email: asad.zaman@alumni.stanford.edu), Tel: +92 334 5164905.
2 Taseer Salahuddin, Assistant Professor of Economics, Government Sadiq College Women University, Bahawalpur, Pakistan (email: salahuddin.taseer@gmail.com), Tel: +92 3036660871.