A computationally efficient nonparametric approach for changepoint detection
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Paul Fearnhead | Idris A. Eckley | Kaylea Haynes | P. Fearnhead | I. Eckley | K. Haynes | Kaylea Haynes
[1] Lie Lu,et al. Speaker change detection and tracking in real-time news broadcasting analysis , 2002, MULTIMEDIA '02.
[2] L. Dümbgen. The Asymptotic Behavior of Some Nonparametric Change-Point Estimators , 1991 .
[3] J. Bai,et al. Least squares estimation of a shift in linear processes , 1994 .
[4] Nicholas A. James,et al. Change Points via Probabilistically Pruned Objectives , 2015, 1505.04302.
[5] A. Pettitt. A Non‐Parametric Approach to the Change‐Point Problem , 1979 .
[6] Chung-Bow Lee,et al. NONPARAMETRIC MULTIPLE CHANGE-POINT ESTIMATORS , 1996 .
[7] A. Munk,et al. Multiscale change point inference , 2013, 1301.7212.
[8] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[9] P. Fearnhead,et al. Optimal detection of changepoints with a linear computational cost , 2011, 1101.1438.
[10] Chris D. Nugent,et al. Utilizing Wearable Sensors to Investigate the Impact of Everyday Activities on Heart Rate , 2011, ICOST.
[11] M. Wigler,et al. Circular binary segmentation for the analysis of array-based DNA copy number data. , 2004, Biostatistics.
[12] Richard A. Davis,et al. Structural Break Estimation for Nonstationary Time Series Models , 2006 .
[13] Eva Wesfreid,et al. Detection of changes in the fractal scaling of heart rate and speed in a marathon race , 2009 .
[14] Monika Ritsch-Marte,et al. A new method for change-point detection developed for on-line analysis of the heart beat variability during sleep , 2005 .
[15] P. Perron,et al. Estimating and testing linear models with multiple structural changes , 1995 .
[16] A. Aue,et al. Structural breaks in time series , 2013 .
[17] Eliane R. Rodrigues,et al. An analysis of airport noise data using a non-homogeneous Poisson model with a change-point , 2015 .
[18] C. Lawrence,et al. Algorithms for the optimal identification of segment neighborhoods , 1989 .
[19] Véronique Billat,et al. Heart Rate Regulation Processed Through Wavelet Analysis and Change Detection: Some Case Studies , 2012, Acta biotheoretica.
[20] Changliang Zou,et al. Nonparametric maximum likelihood approach to multiple change-point problems , 2014, 1405.7173.
[21] Richard A. Johnson,et al. Nonparametric Tests for Shift at an Unknown Time Point , 1968 .
[22] V. Liebscher,et al. Consistencies and rates of convergence of jump-penalized least squares estimators , 2009, 0902.4838.
[23] Piotr Fryzlewicz,et al. Wild binary segmentation for multiple change-point detection , 2014, 1411.0858.
[24] Niall M. Adams,et al. Two Nonparametric Control Charts for Detecting Arbitrary Distribution Changes , 2012 .
[25] Francis R. Bach,et al. Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression , 2013, ICML.
[26] Marc Lavielle,et al. Using penalized contrasts for the change-point problem , 2005, Signal Process..
[27] John A. D. Aston,et al. The Uncertainty of Storm Season Changes: Quantifying the Uncertainty of Autocovariance Changepoints , 2015, Technometrics.
[28] A. Scott,et al. A Cluster Analysis Method for Grouping Means in the Analysis of Variance , 1974 .
[29] Michael Baron,et al. Nonparametric adaptive change point estimation and on line detection , 2000 .
[30] Jin Zhang. Powerful goodness‐of‐fit tests based on the likelihood ratio , 2002 .
[31] David O Siegmund,et al. A Modified Bayes Information Criterion with Applications to the Analysis of Comparative Genomic Hybridization Data , 2007, Biometrics.
[32] David S. Matteson,et al. A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data , 2013, 1306.4933.
[33] Dominik Wied,et al. Detecting relevant changes in time series models , 2014, 1403.8120.
[34] S. Fotopoulos,et al. Inference for single and multiple change‐points in time series , 2013 .
[35] Yi-Ching Yao. Estimating the number of change-points via Schwarz' criterion , 1988 .
[36] E. Carlstein. Nonparametric Change-Point Estimation , 1988 .
[37] Jeffrey D. Scargle,et al. An algorithm for optimal partitioning of data on an interval , 2003, IEEE Signal Processing Letters.
[38] P. Fearnhead,et al. Computationally Efficient Changepoint Detection for a Range of Penalties , 2017 .
[39] A. Aubert,et al. Heart Rate Variability in Athletes , 2003, Sports medicine.
[40] E. S. Page. CONTINUOUS INSPECTION SCHEMES , 1954 .