Causal Discovery and MIMIC Models.pdf (283.65 kB)
Causal Discovery and MIMIC Models
thesis
posted on 2013-04-01, 00:00 authored by Alexander Murray-WattersThis thesis presents an alternative method for the detection of MIMIC models. Previous methods (such as factor analysis) suffer from a number of significant aws and limitations, which the new method (a causal search algorithm) doesn't suffer. A new algorithm is introduced, followed by a worked-through example of its application. Discussion focuses on some of the limiting assumptions the algorithm currently requires. Finally, recommendations for future work address improvements of the algorithm, as well as its applicability
History
Date
2013-04-01Advisor(s)
Clark GlymourDepartment
- Philosophy