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stat.AP2020
Defying the Circadian Rhythm: Clustering Participant Telemetry in the UK Biobank Data
Nikola Pocuca, Mark Farrell, Paul D. McNicholas
The UK Biobank dataset follows over 500,000 volunteers and contains a diverse set of information related to societal outcomes. Among this vast collection, a large quantity of telem…
stat.AP2018
Modeling Frequency and Severity of Claims with the Zero-Inflated Generalized Cluster-Weighted Models
Nikola Pocuca, Petar Jevtic, Paul D. McNicholas +1
In this paper, we propose two important extensions to cluster-weighted models (CWMs). First, we extend CWMs to have generalized cluster-weighted models (GCWMs) by allowing modeling…