Clustering multiply imputed multivariate high-dimensional longitudinal profiles

Author:

Bruckers Liesbeth1ORCID,Molenberghs Geert12,Dendale Paul13

Affiliation:

1. I-BioStat; Universiteit Hasselt, Agoralaan; B-3590 Diepenbeek Belgium

2. I-BioStat; Katholieke Universiteit Leuven; B-3000 Leuven Belgium

3. Heart Centre Hasselt; Jessa Hospital; B-3500 Hasselt Belgium

Funder

IAP research network P7/06 of the Belgian government

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,General Medicine,Statistics and Probability

Reference57 articles.

1. Unsupervised curve clustering using B-splines;Abraham;Scandinavian Journal of Statistics,2003

2. A framework for multiple imputation in cluster analysis;Basagaña;American Journal of Epidemiology,2013

3. Principal components analysis of sampled functions;Besse;Psychometrika,1986

4. Initializing EM using the properties of its trajectories in Gaussian mixtures;Biernacki;Statistics and Computing,2004

5. Bradley , P. Fayyad , U. 1998 Defining initial points for K-means clustering Proceedings of the 15th International Conference on Machine Learning (ICML98)

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