Multiscale change-point segmentation: beyond step functions
type: Item
instance of: scholarly article
title: Multiscale change-point segmentation: beyond step functions
zbMATH Open document ID: 1429.62145
DOI: 10.1214/19-EJS1608
author: Housen Li
author: Qinghai Guo
author: Axel Munk
published in: Electronic Journal of Statistics
publication date: 2019-10-04T00:00:00Z
full work available at URL: https://arxiv.org/abs/1708.03942
full work available at URL: https://projecteuclid.org/euclid.ejs/1569377043
Mathematics Subject Classification ID: 62G08
Mathematics Subject Classification ID: 62G20
Mathematics Subject Classification ID: 62G35
zbMATH DE Number: 7113718
zbMATH Keywords: change-point regression
zbMATH Keywords: adaptive estimation
zbMATH Keywords: oracle inequality
zbMATH Keywords: jump detection
zbMATH Keywords: model misspecification
zbMATH Keywords: multiscale inference
zbMATH Keywords: approximation spaces
zbMATH Keywords: robustness
describes a project that uses: unbalhaar
describes a project that uses: FDRSeg
describes a project that uses: ftnonpar
describes a project that uses: HSMUCE
describes a project that uses: wbs
MaRDI profile type: Publication
arXiv ID: 1708.03942
cites work: Q3580908
cites work: Bayesian-type estimators of change points
cites work: Segmented Model Selection in Quantile Regression Using the Minimum Description Length Principle
cites work: Multiscale blind source separation
cites work: Identifiability for Blind Source Separation of Multiple Finite Alphabet Linear Mixtures
cites work: Q3241581
cites work: Q4269108
cites work: Q5639142
cites work: Consistencies and rates of convergence of jump-penalized least squares estimators
cites work: Multiple changepoint fitting via quasilikelihood, with application to DNA sequence segmentation
cites work: Piecewise polynomial approximation on optimal meshes
cites work: Robust Detection and Identification of Sparse Segments in Ultrahigh Dimensional Data Analysis
cites work: Detection with the scan and the average likelihood ratio
cites work: Graph-based change-point detection
cites work: Recursive computation of piecewise constant volatilities
cites work: Local extremes, runs, strings and multiresolution. (With discussion)
cites work: Frame-constrained total variation regularization for white noise regression
cites work: Q4215356
cites work: Q4273944
cites work: One-sided inference about functionals of a density
cites work: Ideal spatial adaptation by wavelet shrinkage
cites work: Q4328414
cites work: Multiscale testing of qualitative hypotheses
cites work: Segmentation and estimation of change-point models: false positive control and confidence regions
cites work: Multiscale Change Point Inference
cites work: Unbalanced Haar Technique for Nonparametric Function Estimation
cites work: Wild binary segmentation for multiple change-point detection
cites work: On estimation of isotonic piecewise constant signals
cites work: Variational multiscale nonparametric regression: smooth functions
cites work: On variance estimation in nonparametric regression
cites work: Convergence rates of least squares regression estimators with heavy-tailed errors
cites work: Multiple Change-Point Estimation With a Total Variation Penalty
cites work: A Lower Bound on the Risks of Non-Parametric Estimates of Densities in the Uniform Metric
cites work: A computationally efficient nonparametric approach for changepoint detection
cites work: Q4680282
cites work: Q4171431
cites work: Q3920437
cites work: Optimal Detection of Changepoints With a Linear Computational Cost
cites work: Q3077022
cites work: Combinatorial optimization. Theory and algorithms.
cites work: FDR-control in multiscale change-point segmentation
cites work: On optimal multiple changepoint algorithms for large data
cites work: Locally adaptive regression splines
cites work: Estimation of heteroscedasticity in regression analysis
cites work: On Difference-Based Variance Estimation in Nonparametric Regression When the Covariate is High Dimensional
cites work: Q3740814
cites work: Q4511091
cites work: Circular binary segmentation for the analysis of array-based DNA copy number data
cites work: Heterogeneous Change Point Inference

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cites work: Q3739597

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cites work: Optimal detection of a jump in the intensity of a Poisson process or in a density with likelihood ratio statistics

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cites work: Multiple testing of local maxima for detection of peaks in 1D

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: A Cluster Analysis Method for Grouping Means in the Analysis of Variance

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: On a Conjecture of Revesz

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Change-Points: From Sequential Detection to Biology and Back

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Using the generalized likelihood ratio statistic for sequential detection of a change-point

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cites work: Tail probabilities for the null distribution of scanning statistics

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Asymptotics for change-point models under varying degrees of mis-specification

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cites work: Estimation of a function with discontinuities via local polynomial fit with an adaptive window choice

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Autocovariance Estimation in Regression with a Discontinuous Signal and m‐Dependent Errors: A Difference‐Based Approach

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Spatial smoothing and hot spot detection for CGH data using the fused lasso

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Introduction to nonparametric estimation

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Q3290184

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Optimal and fast detection of spatial clusters with scan statistics

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Q3497042

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: A Modified Bayes Information Criterion with Applications to the Analysis of Comparative Genomic Hybridization Data

Multiscale change-point segmentation: beyond step functions (cites work)
cites work: Q3145540

Multiscale change-point segmentation: beyond step functions (OpenAlex ID)
OpenAlex ID: W2606964411