Multilevel Functional Clustering Analysis
From MaRDI portal
Publication:4649057
DOI10.1111/j.1541-0420.2011.01714.xzbMath1272.62085OpenAlexW2042562561WikidataQ45372790 ScholiaQ45372790MaRDI QIDQ4649057
Huijing Jiang, Nicoleta Serban
Publication date: 19 November 2012
Published in: Biometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1111/j.1541-0420.2011.01714.x
model-based clusteringcluster analysissoft clusteringmicroarray analysisfunctional ANOVAmultilevel functional datahard clusteringmultilevel principal component analysis
Related Items (9)
Selection of the number of clusters in functional data analysis ⋮ Functional data clustering via hypothesis testing \(k\)-means ⋮ Functional data clustering: a survey ⋮ Fast Multilevel Functional Principal Component Analysis ⋮ Cluster non‐Gaussian functional data ⋮ Nested Hierarchical Functional Data Modeling and Inference for the Analysis of Functional Plant Phenotypes ⋮ From multivariate to functional data analysis: fundamentals, recent developments, and emerging areas ⋮ Multilevel Matrix-Variate Analysis and its Application to Accelerometry-Measured Physical Activity in Clinical Populations ⋮ Clustering and forecasting multiple functional time series
Uses Software
Cites Work
- Estimating the Number of Clusters in a Data Set Via the Gap Statistic
- Clustering confidence sets
- Multilevel functional principal component analysis
- An entropy criterion for assessing the number of clusters in a mixture model
- Consistent estimation of a mixing distribution
- Comparing approaches for testing the number of components in a finite mixture model
- Bayesian functional ANOVA modeling using Gaussian process prior distributions
- Clustering Using Objective Functions and Stochastic Search
- How Many Clusters? Which Clustering Method? Answers Via Model-Based Cluster Analysis
- Model-Based Clustering, Discriminant Analysis, and Density Estimation
- Clustering for Sparsely Sampled Functional Data
- Dynamical Correlation for Multivariate Longitudinal Data
- CATS
This page was built for publication: Multilevel Functional Clustering Analysis
