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method extends a plaid clustering technique with a smoothing framework that filters out transient patterns. The method is …
Persistent link: https://www.econbiz.de/10010933495
Predicting if a client is worth giving a loan-credit scoring-is one of the most essential and popular problems in banking. Predictive models for this goal are built on the assumption that there is a dependency between the client's profile before the loan approval and their future behavior....
Persistent link: https://www.econbiz.de/10013200723
, monetary model for engineering features that quantify investor behaviours, and unsupervised machine learning clustering …
Persistent link: https://www.econbiz.de/10012611607
We estimate the distribution of marginal propensities to consume (MPCs) using a new approach based on the fuzzy C-means algorithm (Dunn 1973; Bezdek 1981). The algorithm generalizes the K-means methodology of Bonhomme and Manresa (2015) to allow for uncertain group assignment and to recover...
Persistent link: https://www.econbiz.de/10012144745
Persistent link: https://www.econbiz.de/10011976060
We estimate the distribution of marginal propensities to consume (MPCs) using a new approach based on the fuzzy C-means algorithm (Dunn 1973; Bezdek 1981). The algorithm generalizes the K-means methodology of Bonhomme and Manresa (2015) to allow for uncertain group assignment and to recover...
Persistent link: https://www.econbiz.de/10012123509
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