Time series clustering based on nonparametric multidimensional forecast densities
type: Item
instance of: scholarly article
title: Time series clustering based on nonparametric multidimensional forecast densities
zbMATH Open document ID: 1336.62197
DOI: 10.1214/13-EJS800
published in: Electronic Journal of Statistics
publication date: 2013-05-29T00:00:00Z
full work available at URL: https://projecteuclid.org/euclid.ejs/1366031049
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62M20
Mathematics Subject Classification ID: 62M10
Mathematics Subject Classification ID: 62G07
Mathematics Subject Classification ID: 62G09
Mathematics Subject Classification ID: 62H25
zbMATH DE Number: 6167963
zbMATH Keywords: time series clustering
zbMATH Keywords: multidimensional forecast density
zbMATH Keywords: bootstrap
zbMATH Keywords: kernel estimation
zbMATH Keywords: principal components analysis
author: José A. Vilar
author: Juan Vilar
describes a project that uses: R
describes a project that uses: TRAMO
describes a project that uses: clusfind
MaRDI profile type: Publication
cites work: Time series clustering based on forecast densities
cites work: Forecasting time series with sieve bootstrap
cites work: Clustering time series, subspace identification and cepstral distances
cites work: Sieve bootstrap for time series
cites work: A periodogram-based metric for time series classification
cites work: Adaptive dissimilarity index for measuring time series proximity
cites work: Time series clustering and classification by the autoregressive metric
cites work: Bootstrap of kernel smoothing in nonlinear time series
cites work: Multivariate analysis in vector time series.
cites work: Q4298924
cites work: Q3713407
cites work: Q3994557
cites work: Principal component analysis.
cites work: Discrimination and Clustering for Multivariate Time Series
cites work: Finding Groups in Data
cites work: Clustering of time series data -- a survey
cites work: A significance test for classifying arma models
cites work: Comparison of non-stationary time series in the frequency domain
cites work: Some properties of clasical multi-dimesional scaling
cites work: Comparing several parametric and nonparametric approaches to time series clustering: a simulation study
cites work: A DISTANCE MEASURE FOR CLASSIFYING ARIMA MODELS
cites work: Model-based clustering and segmentation of time series with changes in regime
cites work: Non-linear time series clustering based on non-parametric forecast densities
cites work: Discriminant and cluster analysis for Gaussian stationary processes: local linear fitting approach
cites work: Classifying time series data: a nonparametric approach
cites work: Multivariate plug-in bandwidth selection
OpenAlex ID: W2004585230
description: scientific article; zbMATH DE number 6167963