Estimation of the number of components of nonparametric multivariate finite mixture models
From MaRDI portal
Publication:2054486
DOI10.1214/20-AOS2032zbMath1486.62085arXiv1908.03656OpenAlexW3202852176MaRDI QIDQ2054486
Publication date: 3 December 2021
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1908.03656
Applications of statistics to economics (62P20) Estimation in multivariate analysis (62H12) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05)
Related Items (3)
Simultaneous Semiparametric Estimation of Clustering and Regression ⋮ Moment Estimation for Nonparametric Mixture Models through Implicit Tensor Decomposition ⋮ Clustering Data with Nonignorable Missingness using Semi-Parametric Mixture Models
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Estimating multivariate latent-structure models
- Identification and estimation of nonlinear models with misclassification error using instrumental variables: a general solution
- Nonparametric identification of dynamic models with unobserved state variables
- Estimating first-price auctions with an unknown number of bidders: a misclassification approach
- Estimating latent distributions
- Identifiability of parameters in latent structure models with many observed variables
- Linear integral equations.
- Nonparametric estimation of component distributions in a multivariate mixture
- Identification and estimation of incomplete information games with multiple equilibria
- Optimum bounds for the distributions of martingales in Banach spaces
- Random matrix approximation of spectra of integral operators
- Statistical properties of kernel principal component analysis
- Identification of first-price auctions with non-separable unobserved heterogeneity
- Learning theory estimates via integral operators and their approximations
- Maximum smoothed likelihood for multivariate mixtures
- Nonparametric inference in multivariate mixtures
- Nonparametric Identification of Finite Mixture Models of Dynamic Discrete Choices
- Almost Nonparametric Inference for Repeated Measures in Mixture Models
- Using Mixtures in Econometric Models: A Brief Review and Some New Results
- Identification of games of incomplete information with multiple equilibria and unobserved heterogeneity
- Probability Inequalities for Sums of Bounded Random Variables
- Bandwidth Selection in an EM-Like Algorithm for Nonparametric Multivariate Mixtures
- Non-Parametric Estimation of Finite Mixtures from Repeated Measurements
- Non-Parametric Identification and Estimation of the Number of Components in Multivariate Mixtures
This page was built for publication: Estimation of the number of components of nonparametric multivariate finite mixture models