There are three questions associated with Simpson's Paradox (SP): (i) Why is SP paradoxical? (ii) What conditions generate SP?, and (iii) What should be done about SP? By developing a logic-based account of SP, it is argued that (i) and (ii) must be divorced from This account shows that (i) and (ii) have nothing to do with causality, which plays a role only in addressing A counter-example is also presented against the causal account. Finally, the causal and logic-based approaches are compared by means of an experiment to show that SP is not basically causal.
机构:
Dept. of Pub. and Bus. Admin., University of Cyprus, Kallipoleos 75, P.O. Box 537, Nicosia, CyprusDept. of Pub. and Bus. Admin., University of Cyprus, Kallipoleos 75, P.O. Box 537, Nicosia, Cyprus
Hadjicostas, Petros
Linear Algebra and Its Applications,
1997,
264
(1-3):
: 475
-
488