Data-Driven Bandwidth Selection in Local Polynomial Fitting: Variable Bandwidth and Spatial Adaptation

Journal of the Royal Statistical Society Series B (Methodological) ◽

10.1111/j.2517-6161.1995.tb02034.x ◽

1995 ◽

Vol 57 (2) ◽

pp. 371-394 ◽

Author(s):

Jianqing Fan ◽

Irene Gijbels

Keyword(s):

Bandwidth Selection ◽

Data Driven ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Local Polynomial ◽

Spatial Adaptation ◽

Variable Bandwidth

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Augmenting 3D Ultrasound Strain Elastography by combining Bayesian inference with local Polynomial fitting in Region-growing-based Motion Tracking

10.1109/icip42928.2021.9506520 ◽

2021 ◽

Author(s):

Shuojie Wen ◽

Bo Peng ◽

Hao Jiang ◽

Junkai Cao ◽

Jingfeng Jiang

Keyword(s):

Bayesian Inference ◽

Motion Tracking ◽

Region Growing ◽

3D Ultrasound ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Strain Elastography ◽

Local Polynomial ◽

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Prediction of multivariate chaotic time series with local polynomial fitting

Computers & Mathematics with Applications ◽

10.1016/j.camwa.2009.10.019 ◽

2010 ◽

Vol 59 (2) ◽

pp. 737-744 ◽

Author(s):

Li-yun Su

Keyword(s):

Time Series ◽

Chaotic Time Series ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Local Polynomial

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Recursive Estimation of Regression Functions by Local Polynomial Fitting

Annals of the Institute of Statistical Mathematics ◽

10.1023/a:1003764914460 ◽

1998 ◽

Vol 50 (4) ◽

pp. 729-754 ◽

Author(s):

J. A. Vilar-Fernández ◽

J. M. Vilar-Fernández

Keyword(s):

Recursive Estimation ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Local Polynomial ◽

Regression Functions

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A Unifying Method for Outlier and Change Detection from Data Streams Based on Local Polynomial Fitting

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-540-71701-0_17 ◽

2007 ◽

pp. 150-161 ◽

Author(s):

Zhi Li ◽

Hong Ma ◽

Yongbing Mei

Keyword(s):

Change Detection ◽

Data Streams ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Local Polynomial

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Regression estimation by local polynomial fitting for multivariate data streams

Statistical Papers ◽

10.1007/s00362-016-0791-6 ◽

2016 ◽

Vol 59 (2) ◽

pp. 813-843

Author(s):

Aboubacar Amiri ◽

Baba Thiam

Keyword(s):

Data Streams ◽

Multivariate Data ◽

Regression Estimation ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Local Polynomial

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A simple bootstrap bandwidth selector for local polynomial fitting

Journal of Statistical Computation and Simulation ◽

10.1080/00949650802352019 ◽

2009 ◽

Vol 79 (12) ◽

pp. 1425-1439 ◽

Author(s):

Yuanhua Feng ◽

Siegfried Heiler

Keyword(s):

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Local Polynomial ◽

Bandwidth Selector

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Multivariate Local Polynomial Fitting for Martingale Nonlinear Regression Models

Annals of the Institute of Statistical Mathematics ◽

10.1023/a:1004083213922 ◽

1999 ◽

Vol 51 (4) ◽

pp. 691-706 ◽

Author(s):

Zhan-Qian Lu

Keyword(s):

Nonlinear Regression ◽

Regression Models ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Nonlinear Regression Models ◽

Local Polynomial

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On variable bandwidth selection in local polynomial regression

Journal of the Royal Statistical Society Series B (Statistical Methodology) ◽

10.1111/1467-9868.00242 ◽

2000 ◽

Vol 62 (3) ◽

pp. 431-448 ◽

Author(s):

Kjell Doksum ◽

Derick Peterson ◽

Alex Samarov

Keyword(s):

Polynomial Regression ◽

Bandwidth Selection ◽

Local Polynomial Regression ◽

Local Polynomial ◽

Variable Bandwidth

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Asymptotic Behavior of Bandwidth Selected by the Cross-Validation Method for Local Polynomial Fitting

Journal of Multivariate Analysis ◽

10.1006/jmva.2001.2048 ◽

2002 ◽

Vol 83 (2) ◽

pp. 265-287 ◽

Author(s):

Yingcun Xia ◽

W.K. Li

Keyword(s):

Asymptotic Behavior ◽

Cross Validation ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Validation Method ◽

Local Polynomial ◽

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Multivariate regression estimation: Local polynomial fitting for time series

Nonlinear Analysis ◽

10.1016/s0362-546x(97)00415-x ◽

1997 ◽

Vol 30 (6) ◽

pp. 3575-3581 ◽

Author(s):

Elias Masry

Keyword(s):

Time Series ◽

Multivariate Regression ◽

Regression Estimation ◽

Local Polynomial Fitting ◽

Polynomial Fitting ◽

Local Polynomial

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