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A heuristic, iterative algorithm for change-point detection in abrupt change models

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/jae.659openalex-snapshot
Computation and analysis of multiple structural change models
inferredcites →https://doi.org/10.1002/sim.1045openalex-snapshot
Transition models for change‐point estimation in logistic regression
inferredcites →https://doi.org/10.1002/sim.1545openalex-snapshot
Estimating regression models with unknown break‐points
inferredcites →https://doi.org/10.1007/3-540-36605-9_6openalex-snapshot
Chromosomal Breakpoint Detection in Human Cancer
inferredcites →https://doi.org/10.1007/s11222-006-8450-8openalex-snapshot
Exact and efficient Bayesian inference for multiple changepoint problems
inferredcites →https://doi.org/10.1007/s11222-011-9258-8openalex-snapshot
Exact posterior distributions and model selection criteria for multiple change-point detection problems
inferredcites →https://doi.org/10.1007/s11222-016-9636-3openalex-snapshot
On optimal multiple changepoint algorithms for large data
inferredcites →https://doi.org/10.1016/j.jeconom.2004.09.001openalex-snapshot
Modelling structural breaks, long memory and stock market volatility: an overview
inferredcites →https://doi.org/10.1016/j.jmva.2004.02.008openalex-snapshot
Hidden Markov models approach to the analysis of array CGH data
inferredcites →https://doi.org/10.1016/s0167-9473(00)00068-2openalex-snapshot
Fitting multiple change-point models to data
inferredcites →https://doi.org/10.1016/s0304-4149(99)00023-xopenalex-snapshot
Detection of multiple changes in a sequence of dependent variables
inferredcites →https://doi.org/10.1038/ng1569openalex-snapshot
Array comparative genomic hybridization and its applications in cancer
inferredcites →https://doi.org/10.1046/j.0035-9254.2003.05116.xopenalex-snapshot
Models for Longitudinal Data with Censored Changepoints
inferredcites →https://doi.org/10.1080/01621459.1981.10477752openalex-snapshot
A New Maximum Likelihood Algorithm for Piecewise Regression
inferredcites →https://doi.org/10.1080/01621459.1995.10476626openalex-snapshot
Adapting to Unknown Smoothness via Wavelet Shrinkage
inferredcites →https://doi.org/10.1080/01621459.2012.737745openalex-snapshot
Optimal Detection of Changepoints With a Linear Computational Cost
inferredcites →https://doi.org/10.1080/07350015.1993.10509934openalex-snapshot
Detecting Level Shifts in Time Series
inferredcites →https://doi.org/10.1080/07474946.2013.751834openalex-snapshot
Change-Points: From Sequential Detection to Biology and Back
inferredcites →https://doi.org/10.1093/bioinformatics/bti148openalex-snapshot
Quantile smoothing of array CGH data
inferredcites →https://doi.org/10.1093/bioinformatics/bti646openalex-snapshot
Detection of DNA copy number alterations using penalized least squares regression
inferredcites →https://doi.org/10.1093/bioinformatics/btl646openalex-snapshot
A faster circular binary segmentation algorithm for the analysis of array CGH data
inferredcites →https://doi.org/10.1093/bioinformatics/btq647openalex-snapshot
Efficient change point detection for genomic sequences of continuous measurements
inferredcites →https://doi.org/10.1093/biomet/65.2.243openalex-snapshot
The Problem of the Nile: Conditional Solution to a Changepoint Problem
inferredcites →https://doi.org/10.1093/biomet/87.2.301openalex-snapshot
Multiple changepoint fitting via quasilikelihood, with application to DNA sequence segmentation
inferredcites →https://doi.org/10.1093/biostatistics/kxh008openalex-snapshot
Circular binary segmentation for the analysis of array-based DNA copy number data
inferredcites →https://doi.org/10.1093/biostatistics/kxh017openalex-snapshot
A method for calling gains and losses in array CGH data
inferredcites →https://doi.org/10.1093/biostatistics/kxi004openalex-snapshot
Denoising array-based comparative genomic hybridization data using wavelets
inferredcites →https://doi.org/10.1093/biostatistics/kxm013openalex-snapshot
Spatial smoothing and hot spot detection for CGH data using the fused lasso
inferredcites →https://doi.org/10.1093/nar/gki643openalex-snapshot
SW-ARRAY: a dynamic programming solution for the identification of copy-number changes in genomic DNA using array comparative genome hybridization data
inferredcites →https://doi.org/10.1098/rsta.2011.0383openalex-snapshot
Change-point analysis as a tool to detect abrupt climate variations
inferredcites →https://doi.org/10.1109/lsp.2001.838216openalex-snapshot
An algorithm for optimal partitioning of data on an interval
inferredcites →https://doi.org/10.1109/tnnls.2012.2185811openalex-snapshot
Feature Extraction for Change-Point Detection Using Stationary Subspace Analysis
inferredcites →https://doi.org/10.1111/rssb.12047openalex-snapshot
Multiscale Change Point Inference
inferredcites →https://doi.org/10.1177/1471082x13504721openalex-snapshot
Segmented mixed models with random changepoints: a maximum likelihood approach with application to treatment for depression study
inferredcites →https://doi.org/10.1198/016214507000000923openalex-snapshot
Bayesian Hidden Markov Modeling of Array CGH Data
inferredcites →https://doi.org/10.1198/106186008x285591openalex-snapshot
Complexity Penalized M-Estimation
inferredcites →https://doi.org/10.1198/106186008x319331openalex-snapshot
Model-Based Recursive Partitioning
inferredcites →https://doi.org/10.1214/07-aos558openalex-snapshot
Consistencies and rates of convergence of jump-penalized least squares estimators
inferredcites →https://doi.org/10.1214/193940307000000239openalex-snapshot
On estimating the change point in generalized linear models
inferredcites →https://doi.org/10.1214/aos/1032298290openalex-snapshot
Change point estimation using nonparametric regression
inferredcites →https://doi.org/10.1214/aos/1176348257openalex-snapshot
The Asymptotic Behavior of Some Nonparametric Change-Point Estimators
inferredcites →https://doi.org/10.1214/aos/1176349143openalex-snapshot
The Maximum Likelihood Method for Testing Changes in the Parameters of Normal Observations
inferredcites →https://doi.org/10.1371/journal.pone.0038230openalex-snapshot
Visualization of Genomic Changes by Segmented Smoothing Using an L0 Penalty
inferredcites →https://doi.org/10.18637/jss.v058.i03openalex-snapshot
changepoint : An R Package for Changepoint Analysis
inferredcites →https://doi.org/10.2307/2529204openalex-snapshot
A Cluster Analysis Method for Grouping Means in the Analysis of Variance

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