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Articles

Jump Detection in a Regression Curve and Its Derivative

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Pages 289-305 | Received 01 Nov 2007, Published online: 01 Jan 2012

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Anik Roy & Partha Sarathi Mukherjee. (2023) A control chart for monitoring images using jump location curves. Quality Engineering 0:0, pages 1-14.
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Guo-Xiang Liu, Meng-Meng Wang, Xiu-Li Du, Jin-Guan Lin & Qi-Bing Gao. (2018) Jump-detection and curve estimation methods for discontinuous regression functions based on the piecewise B-spline function. Communications in Statistics - Theory and Methods 47:23, pages 5729-5749.
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Taihe Yi, Zhengming Wang & Dongyun Yi. (2018) Bayesian sieve methods: approximation rates and adaptive posterior contraction rates. Journal of Nonparametric Statistics 30:3, pages 716-741.
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Guoxiang Liu, Xiuli Du, Mengmeng Wang, Jinguan Lin & Qibing Gao. (2018) Semiparametric jump-preserving estimation for single-index models. Journal of Nonparametric Statistics 30:3, pages 556-580.
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D. Bosq. (2018) Detecting instants of jumps and estimating their intensity in the context of derivatives with continuous or discrete data. Communications in Statistics - Theory and Methods 47:13, pages 3234-3251.
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Wenlin Dai, Yuejin Zhou & Tiejun Tong. (2018) Testing discontinuities in nonparametric regression. Journal of Applied Statistics 45:3, pages 450-473.
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Peihua Qiu. (2018) Jump regression, image processing, and quality control. Quality Engineering 30:1, pages 137-153.
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Jib Huh. (2016) Estimation of a change point in the variance function based on the χ-distribution. Communications in Statistics - Theory and Methods 45:17, pages 4937-4968.
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Kary Myers, Earl Lawrence, Michael Fugate, Claire McKay Bowen, Lawrence Ticknor, Jon Woodring, Joanne Wendelberger & Jim Ahrens. (2016) Partitioning a Large Simulation as It Runs. Technometrics 58:3, pages 329-340.
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Christopher F. H. Nam, John A. D. Aston, Idris A. Eckley & Rebecca Killick. (2015) The Uncertainty of Storm Season Changes: Quantifying the Uncertainty of Autocovariance Changepoints. Technometrics 57:2, pages 194-206.
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Peihua Qiu & Chen Xing. (2013) On Nonparametric Image Registration. Technometrics 55:2, pages 174-188.
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JohnH.J. Einmahl & Maria Gantner. (2012) The Half-Half Plot. Technometrics 54:2, pages 138-146.
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Shujie Ma & Lijian Yang. (2011) A jump-detecting procedure based on spline estimation. Journal of Nonparametric Statistics 23:1, pages 67-81.
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Articles from other publishers (22)

Liu Sisheng & Yang Jing. (2023) Kernel regression for estimating regression function and its derivatives with unknown error correlations. Metrika.
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Sisheng Liu & Xiaoli Kong. (2022) A generalized correlated C criterion for derivative estimation with dependent errors. Computational Statistics & Data Analysis 171, pages 107473.
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Siu-Kai Choy, Carisa K.W. Yu, Tanki C.L. Lee, Benson S.Y. Lam & Catherine Y.W. Wong. (2021) A two-stage variational jump point detection algorithm for real estate analysis. Land Use Policy 111, pages 105687.
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Yicheng Kang, Yueyong Shi, Yuling Jiao, Wendong Li & Dongdong Xiang. (2021) Fitting jump additive models. Computational Statistics & Data Analysis 162, pages 107266.
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Dongdong Xiang, Fugee Tsung, Xiaolong Pu & Wendong Li. (2020) Change detection of profile with jumps and its application to 3D printing. Computers & Industrial Engineering 139, pages 106198.
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Yan-Yong Zhao & Jin-Guan Lin. (2019) Estimation and test of jump discontinuities in varying coefficient models with empirical applications. Computational Statistics & Data Analysis 139, pages 145-163.
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Taihe Yi & Zhengming Wang. (2017) Bayesian sieve method for piece-wise smooth regression. Statistics & Probability Letters 130, pages 5-11.
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Yan-Yong Zhao, Jin-Guan Lin, Hong-Xia Wang & Xing-Fang Huang. (2017) Jump-detection-based estimation in time-varying coefficient models and empirical applications. TEST 26:3, pages 574-599.
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Chenlu Qiu, Huiying Xu & Weixiang Liu. (2016) Supervision on abnormal activities in vehicle inspection service by anomaly detection in bipartite graph. Supervision on abnormal activities in vehicle inspection service by anomaly detection in bipartite graph.
Yan-Yong Zhao, Jin-Guan Lin, Xing-Fang Huang & Hong-Xia Wang. (2016) Adaptive jump-preserving estimates in varying-coefficient models. Journal of Multivariate Analysis 149, pages 65-80.
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Denis Bosq. (2016) Estimating jump intensity and detecting jump instants in the context of p derivatives. Comptes Rendus Mathematique 354:7, pages 729-734.
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Ting Zhang. (2016) Testing for jumps in the presence of smooth changes in trends of nonstationary time series. Electronic Journal of Statistics 10:1.
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Yicheng Kang, Xiaodong Gong, Jiti Gao & Peihua Qiu. (2015) Jump detection in generalized error-in-variables regression with an application to Australian health tax policies. The Annals of Applied Statistics 9:2.
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Joseph Usset, Arnab Maity, Ana-Maria Staicu & Armin Schwartzman. (2015) Glacier Terminus Estimation from Landsat Image Intensity Profiles. Journal of Agricultural, Biological, and Environmental Statistics 20:2, pages 279-298.
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Nezamoddin N. Kachouie, Travis Gerke, Peter Huybers & Armin Schwartzman. (2015) Nonparametric Regression for Estimation of Spatiotemporal Mountain Glacier Retreat From Satellite Images. IEEE Transactions on Geoscience and Remote Sensing 53:3, pages 1135-1149.
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Thomas Meinl & Edward W. Sun. 2015. Handbook of Financial Econometrics and Statistics. Handbook of Financial Econometrics and Statistics 519 538 .
Yujiao Yang & Qiongxia Song. (2013) Jump detection in time series nonparametric regression models: a polynomial spline approach. Annals of the Institute of Statistical Mathematics 66:2, pages 325-344.
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Nezamoddin N. Kachouie, Peter Huybers & Armin Schwartzman. (2013) Localization of mountain glacier termini in Landsat multi-spectral images. Pattern Recognition Letters 34:1, pages 94-106.
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Jib Huh. (2012) Nonparametric estimation of the regression function having a change point in generalized linear models. Statistics & Probability Letters 82:4, pages 843-851.
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Edward W. Sun & Thomas Meinl. (2012) A new wavelet-based denoising algorithm for high-frequency financial data mining. European Journal of Operational Research 217:3, pages 589-599.
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Seiichi Yasui, Hidehisa Noguchi & Yoshikazu Ojima. 2012. Frontiers in Statistical Quality Control 10. Frontiers in Statistical Quality Control 10 197 206 .
Xingfang Huang & Peihua Qiu. (2010) Blind Deconvolution for Jump-Preserving Curve Estimation. Mathematical Problems in Engineering 2010, pages 1-9.
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