Melike Işılar & Y. Murat Bulut. (2023) Robust Liu‐type estimator based on GM estimator. Statistica Neerlandica 78:1, pages 167-190.
Crossref
Jens Klooster & Mikhail Zhelonkin. (2023) Outlier robust inference in the instrumental variable model with applications to causal effects. Journal of Applied Econometrics 39:1, pages 86-106.
Crossref
Kris De Brabanter & Jos De Brabanter. (2021) Robustness by Reweighting for Kernel Estimators: An Overview. Statistical Science 36:4.
Crossref
Liya Fu, Zhuoran Yang, Yan Zhou & You-Gan Wang. (2021) An efficient Gehan-type estimation for the accelerated failure time model with clustered and censored data. Lifetime Data Analysis 27:4, pages 679-709.
Crossref
Fatma Zehra Doğru & Olcay Arslan. (2019) Robust mixture regression modeling based on the generalized M (GM)-estimation method. Communications in Statistics - Simulation and Computation 50:9, pages 2643-2665.
Crossref
Melike IŞILAR & Y. Murat BULUT. (2021) Farklı Yanlılık Parametreleri İçin Ridge GM Tahmin Edicilerinin Performanslarının KarşılaştırılmasıComparison of the Performances of Ridge GM Estimators for Different Biased Parameters. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi 8:1, pages 203-216.
Crossref
Po-Ling Loh. (2021) Scale calibration for high-dimensional robust regression. Electronic Journal of Statistics 15:2.
Crossref
Mahdi Roozbeh, Nor Aishah Hamzah & Nur Anisah Mohamed. 2020. Computational and Methodological Statistics and Biostatistics. Computational and Methodological Statistics and Biostatistics
269
290
.
C M Gienger, Ned A Dochtermann & C Richard Tracy. (2019) Detecting trends in body size: empirical and statistical requirements for intraspecific analyses. Current Zoology 65:5, pages 493-497.
Crossref
Orkun COŞKUNTUNCEL. (2018) Bounded-Influence Regression Estimation for Mixture Experiments. Mersin Üniversitesi Eğitim Fakültesi Dergisi, pages 1020-1037.
Crossref
. 2018. Robust Statistics. Robust Statistics
407
422
.
Itai Dattner & Shota Gugushvili. (2018) Application of one‐step method to parameter estimation in ODE models. Statistica Neerlandica 72:2, pages 126-156.
Crossref
Mia Hubert, Michiel Debruyne & Peter J. Rousseeuw. (2017) Minimum covariance determinant and extensions. WIREs Computational Statistics 10:3.
Crossref
Yu. Yu. Linke. (2018) Asymptotic Properties of One-Step Weighted $M$-Estimators with Applications to Regression. Theory of Probability & Its Applications 62:3, pages 373-398.
Crossref
P. Čížek & W. Härdle. 2018. The New Palgrave Dictionary of Economics. The New Palgrave Dictionary of Economics
11781
11791
.
Yuliana Yu. Linke. (2017)
Asymptotic normality of one-step
-estimators based on non-identically distributed observations
. Statistics & Probability Letters 129, pages 216-221.
Crossref
Po-Ling Loh. (2017) Statistical consistency and asymptotic normality for high-dimensional robust $M$-estimators. The Annals of Statistics 45:2.
Crossref
Yuliana Yurievna Linke. (2017) Асимптотические свойства одношаговых взвешенных $M$-оценок с приложениями к задачам регрессииAsymptotic properties of one-step weighted $M$-estimators with application to some regression problems.. Теория вероятностей и ее применения Teoriya Veroyatnostei i ee Primeneniya 62:3, pages 468-498.
Crossref
Yu.Yu. Linke & I.S. Borisov. (2017) Constructing initial estimators in one-step estimation procedures of nonlinear regression. Statistics & Probability Letters 120, pages 87-94.
Crossref
. 2017. Introduction to Robust Estimation and Hypothesis Testing. Introduction to Robust Estimation and Hypothesis Testing
741
777
.
Søren Johansen & Bent Nielsen. (2016) Analysis of the Forward Search using some new results for martingales and empirical processes. Bernoulli 22:2.
Crossref
Mahdi Roozbeh. (2016) Robust ridge estimator in restricted semiparametric regression models. Journal of Multivariate Analysis 147, pages 127-144.
Crossref
Murray Jorgensen. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Mia Hubert, Peter J. Rousseeuw & Stefan Aelst. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Peter J. Rousseeuw. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
C. Chatzinakos & G. Zioutas. (2014) Least trimmed euclidean deviations for robust leverage in regression estimates. Simulation Modelling Practice and Theory 47, pages 110-120.
Crossref
David M. Mount, Nathan S. Netanyahu, Christine D. Piatko, Ruth Silverman & Angela Y. Wu. (2012) On the Least Trimmed Squares Estimator. Algorithmica 69:1, pages 148-183.
Crossref
David E. Lawrence, Jeffrey B. Birch & Yajuan Chen. (2013) Cluster‐Based Bounded Influence Regression. Quality and Reliability Engineering International 30:1, pages 97-109.
Crossref
Serif Hekimoğlu & R. Cuneyt Erenoglu. (2013) A new GM-estimate with high breakdown point. Acta Geodaetica et Geophysica 48:4, pages 419-437.
Crossref
Pavel Čížek. (2013) Reweighted least trimmed squares: an alternative to one-step estimators. TEST 22:3, pages 514-533.
Crossref
Yu-Wen Wen, Yi-Wen Tsai, David Bin-Chia Wu & Pei-Fen Chen. (2013) The Impact of Outliers on Net-Benefit Regression Model in Cost-Effectiveness Analysis. PLoS ONE 8:6, pages e65930.
Crossref
Wilhelm Caspary. 2013. Fehlertolerante Auswertung von Messdaten. Fehlertolerante Auswertung von Messdaten
277
300
.
R. Ricci, S. Chatterton & P. Pennacchi. (2013) Robust estimation of excitation in mechanical systems under model uncertainties. Journal of Sound and Vibration 332:2, pages 264-281.
Crossref
M. Aquaro & P. Čížek. (2013) One-step robust estimation of fixed-effects panel data models. Computational Statistics & Data Analysis 57:1, pages 536-548.
Crossref
Murray Jorgensen. 2001. Encyclopedia of Environmetrics. Encyclopedia of Environmetrics.
Pavel Čížek. (2012) Semiparametric robust estimation of truncated and censored regression models. Journal of Econometrics 168:2, pages 347-366.
Crossref
Huybrechts F. Bindele & Asheber Abebe. (2012) Bounded influence nonlinear signed‐rank regression. Canadian Journal of Statistics 40:1, pages 172-189.
Crossref
Min Tsao & Xiao Ling. (2012) Subsampling Method for Robust Estimation of Regression Models. Open Journal of Statistics 02:03, pages 281-296.
Crossref
. 2012. Introduction to Robust Estimation and Hypothesis Testing. Introduction to Robust Estimation and Hypothesis Testing
631
685
.
Marek Omelka & Matías Salibián-Barrera. (2008) Uniform asymptotics for S- and MM-regression estimators. Annals of the Institute of Statistical Mathematics 62:5, pages 897-927.
Crossref
Michiel Debruyne, Andreas Christmann, Mia Hubert & Johan A.K. Suykens. (2010) Robustness of reweighted Least Squares Kernel Based Regression. Journal of Multivariate Analysis 101:2, pages 447-463.
Crossref
Mia Hubert & Michiel Debruyne. (2009) Minimum covariance determinant. WIREs Computational Statistics 2:1, pages 36-43.
Crossref
Stefan Van Aelst & Peter Rousseeuw. (2009) Minimum volume ellipsoid. WIREs Computational Statistics 1:1, pages 71-82.
Crossref
M. Hubert. 2009. Comprehensive Chemometrics. Comprehensive Chemometrics
315
343
.
THOMAS P. RYAN. 2008. Modern Regression Methods. Modern Regression Methods
577
607
.
THOMAS P. RYAN. 2008. Modern Regression Methods. Modern Regression Methods
421
465
.
P. Čížek & W. Härdle. 2016. The New Palgrave Dictionary of Economics. The New Palgrave Dictionary of Economics
1
11
.
Maria Caterina Bramati & Christophe Croux. (2007) Robust estimators for the fixed effects panel data model. The Econometrics Journal 10:3, pages 521-540.
Crossref
ANA BIANCO, GRACIELA BOENTE & ELENA MARTÍNEZ. (2006) Robust Tests in Semiparametric Partly Linear Models. Scandinavian Journal of Statistics 33:3, pages 435-450.
Crossref
Mia Hubert. 2006. Practical Guide To Chemometrics, Second Edition. Practical Guide To Chemometrics, Second Edition
167
216
.
Rien J. L. M. Wagenvoort & Paul H. Schure. (2006) A Recursive Thick Frontier Approach to Estimating Production Efficiency*. Oxford Bulletin of Economics and Statistics 68:2, pages 183-201.
Crossref
PETER J. ROUSSEEUW & KATRIEN VAN DRIESSEN. (2006) Computing LTS Regression for Large Data Sets. Data Mining and Knowledge Discovery 12:1, pages 29-45.
Crossref
Peter J. Rousseeuw. 2004. Encyclopedia of Statistical Sciences. Encyclopedia of Statistical Sciences.
Georgios Zioutas & Antonios Avramidis. (2005) Deleting Outliers in Robust Regression with Mixed Integer Programming. Acta Mathematicae Applicatae Sinica, English Series 21:2, pages 323-334.
Crossref
Nethal K. Jajo. (2005) A Review of Robust Regression and Diagnostic Procedures in Linear Regression. Acta Mathematicae Applicatae Sinica, English Series 21:2, pages 209-224.
Crossref
Douglas P. Wiens. (2005) Robustness in spatial studies I: minimax prediction. Environmetrics 16:2, pages 191-203.
Crossref
Joseph W. McKean. (2004) Robust Analysis of Linear Models. Statistical Science 19:4.
Crossref
Mia Hubert, Peter J. Rousseeuw & Stefan Van Aelst. 2004. Encyclopedia of Actuarial Science. Encyclopedia of Actuarial Science.
StÉPhane Heritier & Elvezio Ronchetti. (2008) Robust binary regression with continuous outcomes. Canadian Journal of Statistics 32:3, pages 239-249.
Crossref
Peter J. Rousseeuw. 2004. Encyclopedia of Statistical Sciences. Encyclopedia of Statistical Sciences.
Jorge Adrover & Ruben H. Zamar. (2004) Bias robustness of three median-based regression estimates. Journal of Statistical Planning and Inference 122:1-2, pages 203-227.
Crossref
Tatiyana V. Apanasovich, Simon Sheather, Joanne R. Lupton, Natasa Popovic, Nancy D. Turner, Robert S. Chapkin, Leslie A. Braby & Raymond J. Carroll. (2003) Testing for Spatial Correlation in Nonstationary Binary Data, with Application to Aberrant Crypt Foci in Colon Carcinogenesis. Biometrics 59:4, pages 752-761.
Crossref
Ana F. Militino, M. Blanca Palacios & M. Dolores Ugarte. (2003) Robust trend parameters in a multivariate spatial linear model. Test 12:2, pages 445-457.
Crossref
Christophe Croux, Stefan Van Aelst & Catherine Dehon. (2003) Bounded influence regression using high breakdown scatter matrices. Annals of the Institute of Statistical Mathematics 55:2, pages 265-285.
Crossref
George A. F. Seber & Alan J. Lee. 2003. Linear Regression Analysis. Linear Regression Analysis
531
548
.
Daniel Gervini. (2003) A robust and efficient adaptive reweighted estimator of multivariate location and scatter. Journal of Multivariate Analysis 84:1, pages 116-144.
Crossref
O. Arslan, O. Edlund & H. Ekblom. 2003. Developments in Robust Statistics. Developments in Robust Statistics
62
76
.
Christophe Croux & Catherine Dehon. (2008) Robust linear discriminant analysis using S‐estimators. Canadian Journal of Statistics 29:3, pages 473-493.
Crossref
A. F. Militino, M. B. Palacios & M. D. Ugarte. 2001. geoENV III — Geostatistics for Environmental Applications. geoENV III — Geostatistics for Environmental Applications
79
90
.
Dick Van Dijk, Philip Hans Franses & André Lucas. (1999) Testing for ARCH in the presence of additive outliers. Journal of Applied Econometrics 14:5, pages 539-562.
Crossref
Şerif Hekimoğlu. (1999) Robustifying Conventional Outlier Detection Procedures. Journal of Surveying Engineering 125:2, pages 69-86.
Crossref
Norman R. Draper & Harry SmithNorman R. Draper & Harry Smith. 1998. Applied Regression Analysis. Applied Regression Analysis
567
584
.
Norman R. Draper & Harry Smith. 1998. Applied Regression Analysis. Applied Regression Analysis
593
603
.
Claudio Agostinelli & Marianthi Markatou. (1998) A one-step robust estimator for regression based on the weighted likelihood reweighting scheme. Statistics & Probability Letters 37:4, pages 341-350.
Crossref
Ali S. Hadi & Alberto Luceño. (1997) Maximum trimmed likelihood estimators: a unified approach, examples, and algorithms. Computational Statistics & Data Analysis 25:3, pages 251-272.
Crossref
Thomas P. Hettmansperger, Joseph W. McKean & Simon J. Sheather. 1997. Robust Inference. Robust Inference
145
173
.
Peter J. Rousseeuw. 1997. Robust Inference. Robust Inference
101
121
.
M. Markatou & E. Ronchetti. 1997. Robust Inference. Robust Inference
49
75
.
Ana F. Militino & M. Dolores Ugarte. 1997. Modelling Longitudinal and Spatially Correlated Data. Modelling Longitudinal and Spatially Correlated Data
211
220
.
D. G. Simpson. 1997. Breakthroughs in Statistics. Breakthroughs in Statistics
433
461
.
A.H. Welsh. 1996. Aspects of Statistical Inference. Aspects of Statistical Inference
409
427
.
Christine H. Müller. (1995) Breakdown points for designed experiments. Journal of Statistical Planning and Inference 45:3, pages 413-427.
Crossref
Peter P. Mager. (2005) Diagnostics statistics in QSAR. Journal of Chemometrics 9:3, pages 211-221.
Crossref
André Lucas. (2009) Unit Root Tests Based on M Estimators. Econometric Theory 11:2, pages 331-346.
Crossref
Douglas Wiens & Julie Zhou. (2008) Bounded‐influence rank estimation in the linear model. Canadian Journal of Statistics 22:2, pages 233-245.
Crossref
J. D. Naranjo & T. P. Hettmansperger. (1994) Bounded Influence Rank Regression. Journal of the Royal Statistical Society Series B: Statistical Methodology 56:1, pages 209-220.
Crossref
Christophe Croux & Peter J. Rousseeuw. 1994. Compstat. Compstat
245
250
.
Arnold J. Stromberg. (1993) Computing the Exact Least Median of Squares Estimate and Stability Diagnostics in Multiple Linear Regression. SIAM Journal on Scientific Computing 14:6, pages 1289-1299.
Crossref
R. J. Carroll & Shane Pederson. (1993) On Robustness in the Logistic Regression Model. Journal of the Royal Statistical Society Series B: Statistical Methodology 55:3, pages 693-706.
Crossref
Xuming He. (1991) A local breakdown property of robust tests in linear regression. Journal of Multivariate Analysis 38:2, pages 294-305.
Crossref