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Journal of Nonparametric Statistics Volume 13, 2001 - Issue 2
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Original Articles

Model robust regression: combining parametric, nonparametric, and semiparametric methods

James E. Mays Department of Mathematical Sciences, Virginia Commonwealth University, 1001 West Main Street, P.O. Box 842014 Richmond VA, 23284-2014, USACorrespondence[email protected]
,
Jeffrey B. Birch Department of Statistics, Virginia Polytechnic Institute and State University, Blacksburg, VA, 24061-0439, USA E-mail: [email protected]
&
B. Alden Starnes Department of Mathematics, Bluefield College, Blue fie Id, VA, 24605, USA E-mail: [email protected]
Pages 245-277 | Published online: 12 Apr 2007

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O. Eguasa, E Edionwe & J. I. Mbegbu. (2023) Local Linear Regression and the problem of dimensionality: a remedial strategy via a new locally adaptive bandwidths selector. Journal of Applied Statistics 50:6, pages 1283-1309.
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Sepehr Piri, Abdel-Salam G. Abdel-Salam & Edward L. Boone. (2021) A wavelet approach for profile monitoring of Poisson distribution with application. Communications in Statistics - Simulation and Computation 50:2, pages 525-536.
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Linhan Ouyang, Dequn Zhou, Chanseok Park, Jianxiong Chen & Yiliu Tu. (2019) Ensemble modelling technique for a micro-drilling process based on a two-stage bootstrap. Engineering Optimization 51:3, pages 503-519.
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Efosa Edionwe, Julian I. Mbegbu & Chinwe R. Nwosu. (2016) A New Function for Generating Local Bandwidths for Semi-Parametric MRR2 Model in Response Surface Methodology. Journal of Quality Technology 48:4, pages 388-404.
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Stephen S. M. Lee & Mehdi Soleymani. (2015) A Simple Formula for Mixing Estimators With Different Convergence Rates. Journal of the American Statistical Association 110:512, pages 1463-1478.
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Megan J. Waterman, Jeffrey B. Birch & Abdel-Salam G. Abdel-Salam. (2015) Several nonparametric and semiparametric approaches to linear mixed model regression. Journal of Statistical Computation and Simulation 85:5, pages 956-977.
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Anouar El Ghouch & Marc G. Genton. (2009) Local Polynomial Quantile Regression With Parametric Features. Journal of the American Statistical Association 104:488, pages 1416-1429.
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Hwang-Dae Kim, TimothyJ. Robinson, ShaunS. Wulff & PeterA. Parker. (2007) Comparison of Parametric, Nonparametric and Semiparametric Modeling of Wind Tunnel Data. Quality Engineering 19:3, pages 179-190.
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JamesE. Mays & JeffreyB. Birch. (2002) Smoothing for small samples with model misspecification: Nonparametric and semiparametric concerns. Journal of Applied Statistics 29:7, pages 1023-1045.
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Articles from other publishers (22)

Chelsea L. Jones, Abdel‐Salam G. Abdel‐Salam & D'Arcy Mays. (2020) Practitioners guide on parametric, nonparametric, and semiparametric profile monitoring. Quality and Reliability Engineering International 37:3, pages 857-881.
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GAO Tingyu. (2021) Multi-response optimization design based on Non- parametric error-corrected method. IOP Conference Series: Materials Science and Engineering 1043:4, pages 042025.
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Keerthi Bandara, Abdel‐Salam G. Abdel‐Salam & Jeffrey B. Birch. (2020) Model robust profile monitoring for the generalized linear mixed model for Phase I analysis. Applied Stochastic Models in Business and Industry 36:6, pages 1037-1059.
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Tri Le & Bertrand Clarke. (2020) In praise of partially interpretable predictors. Statistical Analysis and Data Mining: The ASA Data Science Journal 13:2, pages 113-133.
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Sayed A. Mostafa & Qingsong Shan. (2019) Finite Population Model-Assisted Estimation Using Combined Parametric and Nonparametric Regression Smoothers. Journal of Statistical Theory and Practice 13:4.
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Said Fadlan Asnhari, P. H. Gunawan & Yanti Rusmawati. (2019) Predicting Staple Food Materials Price Using Multivariables Factors (Regression and Fourier Models with ARIMA). Predicting Staple Food Materials Price Using Multivariables Factors (Regression and Fourier Models with ARIMA).
Zainab Siddiqui & Abdel‐Salam G. Abdel‐Salam. (2018) A semiparametric profile monitoring via residuals. Quality and Reliability Engineering International 35:4, pages 959-977.
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Yuying Xie, Yeying Zhu, Cecilia A Cotton & Pan Wu. (2017) A model averaging approach for estimating propensity scores by optimizing balance. Statistical Methods in Medical Research 28:1, pages 84-101.
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Wen Wan, Xin-Yan Pei, Steven Grant, Jeffrey B. Birch, Jessica Felthousen, Yun Dai, Hong-Bin Fang, Ming Tan & Shumei Sun. (2017) Nonlinear response surface in the study of interaction analysis of three combination drugs. Biometrical Journal 59:1, pages 9-24.
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Majda Talamakrouni, Anouar El Ghouch & Ingrid Van Keilegom. (2015) Guided Censored Regression. Scandinavian Journal of Statistics 42:1, pages 214-233.
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Mehdi Soleymani & Stephen M.S. Lee. (2014) A bootstrap procedure for local semiparametric density estimation amid model uncertainties. Journal of Statistical Planning and Inference 153, pages 75-86.
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Yeying Zhu, Debashis Ghosh, Nandita Mitra & Bhramar Mukherjee. (2014) A data-adaptive strategy for inverse weighted estimation of causal effects. Health Services and Outcomes Research Methodology 14:3, pages 69-91.
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. (2013) Robustness of recursive Bayesian estimation of respiratory motion with inter-cycle variation. Robustness of recursive Bayesian estimation of respiratory motion with inter-cycle variation.
Abdel-Salam G. Abdel-Salam, Jeffrey B. Birch & Willis A. Jensen. (2013) A Semiparametric Mixed Model Approach to Phase I Profile Monitoring. Quality and Reliability Engineering International 29:4, pages 555-569.
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Alessio Sancetta. (2013) Weak conditions for shrinking multivariate nonparametric density estimators. Journal of Multivariate Analysis 115, pages 285-300.
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A.A. Abd. Rahni, E. Lewis & K. Wells. (2013) Comparison of Correspondence Models of Internal and External Respiratory Motion using 4D MRI. Procedia Technology 11, pages 726-732.
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Ying Yuan & Guosheng Yin. (2011) Dose-Response Curve Estimation: A Semiparametric Mixture Approach. Biometrics 67:4, pages 1543-1554.
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Wen Wan & Jeffrey B. Birch. (2011) A semiparametric technique for the multi‐response optimization problem. Quality and Reliability Engineering International 27:1, pages 47-59.
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Timothy J. Robinson, Jeffrey B. Birch & B. Alden Starnes. (2010) A semi-parametric approach to dual modeling when no replication exists. Journal of Statistical Planning and Inference 140:10, pages 2860-2869.
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Eric Walker, B Starnes, Jeffery Birch & James Mays. (2010) Model Robust Calibration: Method and Application to Electronically-Scanned Pressure Transducers. Model Robust Calibration: Method and Application to Electronically-Scanned Pressure Transducers.
Stephanie M. Pickle, Timothy J. Robinson, Jeffrey B. Birch & Christine M. Anderson-Cook. (2008) A semi-parametric approach to robust parameter design. Journal of Statistical Planning and Inference 138:1, pages 114-131.
Crossref
Oliver Schabenberger & Francis Pierce. 2001. Contemporary Statistical Models for the Plant and Soil Sciences. Contemporary Statistical Models for the Plant and Soil Sciences.

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