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Clustering of trend data using joinpoint regression models

In this paper, we propose methods to cluster groups of two-dimensional data whose mean functions are piecewise linear into several clusters with common characteristics such as the same slopes. To fit segmented line regression models with common features for each possible cluster, we use a restricted...

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Detalles Bibliográficos
Main Authors: Kim, Hyune-Ju, Luo, Jun, Kim, Jeankyung, Chen, Huann-Sheng, Feuer, Eric J.
Formato: Artigo
Idioma:Inglês
Publicado: 2014
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4159412/
https://ncbi.nlm.nih.gov/pubmed/24895073
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.6221
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