On clustering procedures and nonparametric mixture estimation
From MaRDI portal
Publication:2259536
DOI10.1214/15-EJS995zbMath1307.62101arXiv1502.01999MaRDI QIDQ2259536
Nicolas Klutchnikoff, Laurent Rouvière, Stéphane Auray
Publication date: 4 March 2015
Published in: Electronic Journal of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1502.01999
Density estimation (62G07) Classification and discrimination; cluster analysis (statistical aspects) (62H30)
Related Items (2)
Simultaneous Semiparametric Estimation of Clustering and Regression ⋮ Statistical analysis of a hierarchical clustering algorithm with outliers
Uses Software
Cites Work
- Exact rates in density support estimation
- Optimal construction of \(k\)-nearest-neighbor graphs for identifying noisy clusters
- The geometry of mixture likelihoods: A general theory
- Interval estimation for the unbalanced case of the one-way random effects model
- Nonparametric estimation of component distributions in a multivariate mixture
- Semiparametric estimation of a two-component mixture model
- Remarks on Some Nonparametric Estimates of a Density Function
- Mixture Densities, Maximum Likelihood and the EM Algorithm
- Using stratification to estimate multimodal density functions with applications to regression
- Estimating the number of clusters
- Finite mixture models
- Clustering Based on Pairwise Distances When the Data is of Mixed Dimensions
- Probability Inequalities for Sums of Bounded Random Variables
- A graph-based estimator of the number of clusters
- On Estimation of a Probability Density Function and Mode
- Asymptotic unbiased density estimators
- Combinatorial methods in density estimation
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
This page was built for publication: On clustering procedures and nonparametric mixture estimation