Li, Yuanhan; Keating, Jerome P.; Balakrishnan, Narayanaswamy PMC theorems on PCR-ridge class estimators. (English) Zbl 07303005 J. Stat. Theory Pract. 15, No. 1, Paper No. 17, 16 p. (2021). MSC: 62J07 62H25 62H12 60B10 PDF BibTeX XML Cite \textit{Y. Li} et al., J. Stat. Theory Pract. 15, No. 1, Paper No. 17, 16 p. (2021; Zbl 07303005) Full Text: DOI
Wu, Jibo; Asar, Yasin Efficiency of the principal component Liu-type estimator in logistic regression. (English) Zbl 1455.62141 REVSTAT 18, No. 3, 325-336 (2020). MSC: 62J12 62J07 62H25 65C05 PDF BibTeX XML Cite \textit{J. Wu} and \textit{Y. Asar}, REVSTAT 18, No. 3, 325--336 (2020; Zbl 1455.62141) Full Text: Link
Toker, Selma Investigating the two parameter analysis of Lipovetsky for simultaneous systems. (English) Zbl 1452.62516 Stat. Pap. 61, No. 5, 2059-2089 (2020). MSC: 62J05 62J07 62H12 62F10 62P20 PDF BibTeX XML Cite \textit{S. Toker}, Stat. Pap. 61, No. 5, 2059--2089 (2020; Zbl 1452.62516) Full Text: DOI
Carrizosa, Emilio; Olivares-Nadal, Alba V.; Ramírez-Cobo, Pepa Integer constraints for enhancing interpretability in linear regression. (English) Zbl 1442.62151 SORT 44, No. 1, 67-98 (2020). MSC: 62J05 90C11 PDF BibTeX XML Cite \textit{E. Carrizosa} et al., SORT 44, No. 1, 67--98 (2020; Zbl 1442.62151) Full Text: DOI
Asar, Yasin; Kılınç, Kadriye A jackknifed ridge estimator in probit regression model. (English) Zbl 1450.62083 Statistics 54, No. 4, 667-685 (2020). MSC: 62J05 62J07 62F40 62P20 PDF BibTeX XML Cite \textit{Y. Asar} and \textit{K. Kılınç}, Statistics 54, No. 4, 667--685 (2020; Zbl 1450.62083) Full Text: DOI
Alkhateeb, Ahmed Naziyah; Algamal, Zakariya Yahya Jackknifed Liu-type estimator in Poisson regression model. (English) Zbl 1445.62183 J. Iran. Stat. Soc. JIRSS 19, No. 1, 21-37 (2020). MSC: 62J07 62J05 62F40 PDF BibTeX XML Cite \textit{A. N. Alkhateeb} and \textit{Z. Y. Algamal}, J. Iran. Stat. Soc. JIRSS 19, No. 1, 21--37 (2020; Zbl 1445.62183) Full Text: DOI
Jadhav, N. H. On linearized ridge logistic estimator in the presence of multicollinearity. (English) Zbl 07225400 Comput. Stat. 35, No. 2, 667-687 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{N. H. Jadhav}, Comput. Stat. 35, No. 2, 667--687 (2020; Zbl 07225400) Full Text: DOI
Salmerón-Gómez, Román; Rodríguez-Sánchez, Ainara; García-García, Catalina Diagnosis and quantification of the non-essential collinearity. (English) Zbl 07225399 Comput. Stat. 35, No. 2, 647-666 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{R. Salmerón-Gómez} et al., Comput. Stat. 35, No. 2, 647--666 (2020; Zbl 07225399) Full Text: DOI
Amin, Muhammad; Qasim, Muhammad; Amanullah, Muhammad; Afzal, Saima Performance of some ridge estimators for the gamma regression model. (English) Zbl 1445.62184 Stat. Pap. 61, No. 3, 997-1026 (2020). MSC: 62J07 65C05 62P20 PDF BibTeX XML Cite \textit{M. Amin} et al., Stat. Pap. 61, No. 3, 997--1026 (2020; Zbl 1445.62184) Full Text: DOI
Bertsimas, Dimitris; Li, Michael Lingzhi Scalable holistic linear regression. (English) Zbl 07204099 Oper. Res. Lett. 48, No. 3, 203-208 (2020). MSC: 68 62 PDF BibTeX XML Cite \textit{D. Bertsimas} and \textit{M. L. Li}, Oper. Res. Lett. 48, No. 3, 203--208 (2020; Zbl 07204099) Full Text: DOI
Roozbeh, Mahdi; Hamzah, Nor Aishah Uncertain stochastic ridge estimation in partially linear regression models with elliptically distributed errors. (English) Zbl 1440.62134 Statistics 54, No. 3, 494-523 (2020). MSC: 62G08 62J05 62J07 PDF BibTeX XML Cite \textit{M. Roozbeh} and \textit{N. A. Hamzah}, Statistics 54, No. 3, 494--523 (2020; Zbl 1440.62134) Full Text: DOI
Roozbeh, M.; Hesamian, G.; Akbari, M. G. Ridge estimation in semi-parametric regression models under the stochastic restriction and correlated elliptically contoured errors. (English) Zbl 1439.62105 J. Comput. Appl. Math. 378, Article ID 112940, 18 p. (2020). MSC: 62G08 62J05 62J07 62P30 PDF BibTeX XML Cite \textit{M. Roozbeh} et al., J. Comput. Appl. Math. 378, Article ID 112940, 18 p. (2020; Zbl 1439.62105) Full Text: DOI
Akram, Muhammad Nauman; Amin, Muhammad; Qasim, Muhammad A new Liu-type estimator for the inverse Gaussian regression model. (English) Zbl 07194332 J. Stat. Comput. Simulation 90, No. 7, 1153-1172 (2020). MSC: 62J07 62J12 PDF BibTeX XML Cite \textit{M. N. Akram} et al., J. Stat. Comput. Simulation 90, No. 7, 1153--1172 (2020; Zbl 07194332) Full Text: DOI
Şiray, Gülesen Üstündağ Principal components estimator for measurement error models. (English) Zbl 07194324 J. Stat. Comput. Simulation 90, No. 6, 1022-1038 (2020). MSC: 62J05 PDF BibTeX XML Cite \textit{G. Ü. Şiray}, J. Stat. Comput. Simulation 90, No. 6, 1022--1038 (2020; Zbl 07194324) Full Text: DOI
Qiu, Debin; Ahn, Jeongyoun Grouped variable screening for ultra-high dimensional data for linear model. (English) Zbl 07160706 Comput. Stat. Data Anal. 144, Article ID 106894, 11 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{D. Qiu} and \textit{J. Ahn}, Comput. Stat. Data Anal. 144, Article ID 106894, 11 p. (2020; Zbl 07160706) Full Text: DOI
Nahchel, Sara; Allal, Jelloul; Zarrouk, Zoubir Some statistical properties of the PLS-calibration estimator. (English) Zbl 1435.62051 Int. J. Math. Comput. Sci. 15, No. 1, 275-289 (2020). MSC: 62D05 PDF BibTeX XML Cite \textit{S. Nahchel} et al., Int. J. Math. Comput. Sci. 15, No. 1, 275--289 (2020; Zbl 1435.62051) Full Text: Link
Şiray, Gülesen Üstündağ Liu estimation approach to the measurement error models. (English) Zbl 07193905 J. Stat. Comput. Simulation 89, No. 18, 3453-3496 (2019). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{G. Ü. Şiray}, J. Stat. Comput. Simulation 89, No. 18, 3453--3496 (2019; Zbl 07193905) Full Text: DOI
Özkale, M. Revan; Kuran, Özge Adaptation of the jackknifed ridge methods to the linear mixed models. (English) Zbl 07193904 J. Stat. Comput. Simulation 89, No. 18, 3413-3452 (2019). MSC: 62 PDF BibTeX XML Cite \textit{M. R. Özkale} and \textit{Ö. Kuran}, J. Stat. Comput. Simulation 89, No. 18, 3413--3452 (2019; Zbl 07193904) Full Text: DOI
Amin, Muhammad; Amanullah, Muhammad; Aslam, Muhammad; Qasim, Muhammad Influence diagnostics in gamma ridge regression model. (English) Zbl 07193737 J. Stat. Comput. Simulation 89, No. 3, 536-556 (2019). MSC: 62 PDF BibTeX XML Cite \textit{M. Amin} et al., J. Stat. Comput. Simulation 89, No. 3, 536--556 (2019; Zbl 07193737) Full Text: DOI
García, Claudia; Gómez, Román Salmerón; García, Catalina B. Choice of the ridge factor from the correlation matrix determinant. (English) Zbl 07193721 J. Stat. Comput. Simulation 89, No. 2, 211-231 (2019). MSC: 62 PDF BibTeX XML Cite \textit{C. García} et al., J. Stat. Comput. Simulation 89, No. 2, 211--231 (2019; Zbl 07193721) Full Text: DOI
Kuran, Özge; Özkale, M. Revan Model selection via conditional conceptual predictive statistic under ridge regression in linear mixed models. (English) Zbl 07193717 J. Stat. Comput. Simulation 89, No. 1, 155-187 (2019). MSC: 62 PDF BibTeX XML Cite \textit{Ö. Kuran} and \textit{M. R. Özkale}, J. Stat. Comput. Simulation 89, No. 1, 155--187 (2019; Zbl 07193717) Full Text: DOI
Xie, Yimeng; Xu, Li; Li, Jie; Deng, Xinwei; Hong, Yili; Kolivras, Korine; Gaines, David N. Spatial variable selection and an application to Virginia Lyme disease emergence. (English) Zbl 1428.62484 J. Am. Stat. Assoc. 114, No. 528, 1466-1480 (2019). MSC: 62P10 62M30 PDF BibTeX XML Cite \textit{Y. Xie} et al., J. Am. Stat. Assoc. 114, No. 528, 1466--1480 (2019; Zbl 1428.62484) Full Text: DOI
Norouzirad, M.; Arashi, M. Preliminary test and Stein-type shrinkage ridge estimators in robust regression. (English) Zbl 1432.62223 Stat. Pap. 60, No. 6, 1849-1882 (2019). MSC: 62J07 62F35 PDF BibTeX XML Cite \textit{M. Norouzirad} and \textit{M. Arashi}, Stat. Pap. 60, No. 6, 1849--1882 (2019; Zbl 1432.62223) Full Text: DOI
Omara, Tarek M. Modification of Liu-type estimator for two SUR model. (English) Zbl 1430.62160 Adv. Appl. Stat. 55, No. 1, 47-66 (2019). MSC: 62J07 62F10 PDF BibTeX XML Cite \textit{T. M. Omara}, Adv. Appl. Stat. 55, No. 1, 47--66 (2019; Zbl 1430.62160) Full Text: DOI
Wilcox, Rand R. Robust regression: testing global hypotheses about the slopes when there is multicollinearity or heteroscedasticity. (English) Zbl 1420.62320 Br. J. Math. Stat. Psychol. 72, No. 2, 355-369 (2019). MSC: 62J12 62G35 62P15 PDF BibTeX XML Cite \textit{R. R. Wilcox}, Br. J. Math. Stat. Psychol. 72, No. 2, 355--369 (2019; Zbl 1420.62320) Full Text: DOI
Varathan, Nagarajah; Wijekoon, Pushpakanthie Logistic Liu estimator under stochastic linear restrictions. (English) Zbl 1420.62319 Stat. Pap. 60, No. 3, 595-612 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J12 62J07 PDF BibTeX XML Cite \textit{N. Varathan} and \textit{P. Wijekoon}, Stat. Pap. 60, No. 3, 945--962 (2019; Zbl 1420.62319) Full Text: DOI
Arashi, M.; Roozbeh, Mahdi Some improved estimation strategies in high-dimensional semiparametric regression models with application to riboflavin production data. (English) Zbl 1419.62079 Stat. Pap. 60, No. 3, 317-336 (2019). MSC: 62G08 62J05 62J07 62G20 62P10 PDF BibTeX XML Cite \textit{M. Arashi} and \textit{M. Roozbeh}, Stat. Pap. 60, No. 3, 667--686 (2019; Zbl 1419.62079) Full Text: DOI
Özkale, M. Revan; Arıcan, Engin A first-order approximated jackknifed ridge estimator in binary logistic regression. (English) Zbl 1417.62214 Comput. Stat. 34, No. 2, 683-712 (2019). MSC: 62J12 62J07 62H25 65C60 PDF BibTeX XML Cite \textit{M. R. Özkale} and \textit{E. Arıcan}, Comput. Stat. 34, No. 2, 683--712 (2019; Zbl 1417.62214) Full Text: DOI
Tamura, Ryuta; Kobayashi, Ken; Takano, Yuichi; Miyashiro, Ryuhei; Nakata, Kazuhide; Matsui, Tomomi Mixed integer quadratic optimization formulations for eliminating multicollinearity based on variance inflation factor. (English) Zbl 1421.90093 J. Glob. Optim. 73, No. 2, 431-446 (2019). MSC: 90C11 90C20 62J05 PDF BibTeX XML Cite \textit{R. Tamura} et al., J. Glob. Optim. 73, No. 2, 431--446 (2019; Zbl 1421.90093) Full Text: DOI
Li, Yalian; Yang, Hu Performance of the restricted almost unbiased type principal components estimators in linear regression model. (English) Zbl 1411.62191 Stat. Pap. 60, No. 1, 19-34 (2019). MSC: 62J05 62H25 62J07 PDF BibTeX XML Cite \textit{Y. Li} and \textit{H. Yang}, Stat. Pap. 60, No. 1, 19--34 (2019; Zbl 1411.62191) Full Text: DOI
Akbari, Mohammad Ghasem; Hesamian, Gholamreza A partial-robust-ridge-based regression model with fuzzy predictors-responses. (English) Zbl 1409.62140 J. Comput. Appl. Math. 351, 290-301 (2019). MSC: 62J07 62J86 62G35 PDF BibTeX XML Cite \textit{M. G. Akbari} and \textit{G. Hesamian}, J. Comput. Appl. Math. 351, 290--301 (2019; Zbl 1409.62140) Full Text: DOI
Tsao, Min Estimable group effects for strongly correlated variables in linear models. (English) Zbl 1432.62215 J. Stat. Plann. Inference 198, 29-42 (2019). MSC: 62J05 PDF BibTeX XML Cite \textit{M. Tsao}, J. Stat. Plann. Inference 198, 29--42 (2019; Zbl 1432.62215) Full Text: DOI
Bergtold, Jason S.; Yeager, Elizabeth A.; Featherstone, Allen M. Inferences from logistic regression models in the presence of small samples, rare events, nonlinearity, and multicollinearity with observational data. (English) Zbl 07282443 J. Appl. Stat. 45, No. 3, 528-546 (2018). MSC: 62 PDF BibTeX XML Cite \textit{J. S. Bergtold} et al., J. Appl. Stat. 45, No. 3, 528--546 (2018; Zbl 07282443) Full Text: DOI
Qasim, Muhammad; Amin, Muhammad; Amanullah, Muhammad On the performance of some new Liu parameters for the gamma regression model. (English) Zbl 07192703 J. Stat. Comput. Simulation 88, No. 16, 3065-3080 (2018). MSC: 62 PDF BibTeX XML Cite \textit{M. Qasim} et al., J. Stat. Comput. Simulation 88, No. 16, 3065--3080 (2018; Zbl 07192703) Full Text: DOI
Salmerón, R.; García, C. B.; García, J. Variance inflation factor and condition number in multiple linear regression. (English) Zbl 07192663 J. Stat. Comput. Simulation 88, No. 12, 2365-2384 (2018). MSC: 62 PDF BibTeX XML Cite \textit{R. Salmerón} et al., J. Stat. Comput. Simulation 88, No. 12, 2365--2384 (2018; Zbl 07192663) Full Text: DOI
Toker, Selma; Kaçıranlar, Selahattin; Güler, Hüseyin Two-stage Liu estimator in a simultaneous equations model. (English) Zbl 07192647 J. Stat. Comput. Simulation 88, No. 11, 2066-2088 (2018). MSC: 62H12 62J05 62J07 62P20 PDF BibTeX XML Cite \textit{S. Toker} et al., J. Stat. Comput. Simulation 88, No. 11, 2066--2088 (2018; Zbl 07192647) Full Text: DOI
Roozbeh, Mahdi; Najarian, Mohammad Efficiency of the QR class estimator in semiparametric regression models to combat multicollinearity. (English) Zbl 07192631 J. Stat. Comput. Simulation 88, No. 9, 1804-1825 (2018). MSC: 62J05 15A18 62G08 62J07 PDF BibTeX XML Cite \textit{M. Roozbeh} and \textit{M. Najarian}, J. Stat. Comput. Simulation 88, No. 9, 1804--1825 (2018; Zbl 07192631) Full Text: DOI
Roozbeh, Mahdi; Babaie-Kafaki, Saman; Naeimi Sadigh, Alireza A heuristic approach to combat multicollinearity in least trimmed squares regression analysis. (English) Zbl 07166722 Appl. Math. Modelling 57, 105-120 (2018). MSC: 90 62 PDF BibTeX XML Cite \textit{M. Roozbeh} et al., Appl. Math. Modelling 57, 105--120 (2018; Zbl 07166722) Full Text: DOI
Ispány, Márton; Reisen, Valdério A.; Franco, Glaura C.; Bondon, Pascal; Cotta, Higor H. A.; Filho, Paulo R. P.; Serpa, Faradiba S. On generalized additive models with dependent time series covariates. (English) Zbl 1414.62367 Rojas, Ignacio (ed.) et al., Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE 2017, Granada, Spain, September 18–20, 107. Cham: Springer. Contrib. Stat., 289-308 (2018). MSC: 62M10 62J12 62H25 PDF BibTeX XML Cite \textit{M. Ispány} et al., in: Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE 2017, Granada, Spain, September 18--20, 2017. Cham: Springer. 289--308 (2018; Zbl 1414.62367) Full Text: DOI
Bougeard, S.; Cariou, V.; Saporta, G.; Niang, N. Prediction for regularized clusterwise multiblock regression. (English) Zbl 1414.62230 Appl. Stoch. Models Bus. Ind. 34, No. 6, 852-867 (2018). MSC: 62H30 62M20 62J07 62P12 PDF BibTeX XML Cite \textit{S. Bougeard} et al., Appl. Stoch. Models Bus. Ind. 34, No. 6, 852--867 (2018; Zbl 1414.62230) Full Text: DOI
Emami, Hadi Ridge stochastic restricted estimators in semiparametric linear measurement error models. (English) Zbl 1412.62094 J. Iran. Stat. Soc. JIRSS 17, No. 2, 181-203 (2018). MSC: 62J05 62G08 62J07 PDF BibTeX XML Cite \textit{H. Emami}, J. Iran. Stat. Soc. JIRSS 17, No. 2, 181--203 (2018; Zbl 1412.62094) Full Text: DOI Link
Adedayo, Adepoju Abosede; Ojo, Oluwadare Olatunde Bayesian method for solving the problem of multicollinearity in regression. (English. French summary) Zbl 1409.62057 Afr. Stat. 13, No. 3, 1823-1834 (2018). MSC: 62F15 62H10 62F25 62G08 PDF BibTeX XML Cite \textit{A. A. Adedayo} and \textit{O. O. Ojo}, Afr. Stat. 13, No. 3, 1823--1834 (2018; Zbl 1409.62057) Full Text: DOI Euclid
Özbay, Nimet; Toker, Selma Multicollinearity in simultaneous equations system: evaluation of estimation performance of two-parameter estimator. (English) Zbl 1402.62156 Comput. Appl. Math. 37, No. 4, 5334-5357 (2018). MSC: 62J05 62J07 62H12 62F10 62P20 PDF BibTeX XML Cite \textit{N. Özbay} and \textit{S. Toker}, Comput. Appl. Math. 37, No. 4, 5334--5357 (2018; Zbl 1402.62156) Full Text: DOI
Kapucu, Tuğba; Ilk, Ozlem; Batmaz, Inci A categorical principal component regression on computer-assisted instruction in probability domain. (English) Zbl 1397.62212 Tez, Müjgan (ed.) et al., Trends and perspectives in linear statistical inference. Proceedings of the LINSTAT2016 meeting held 22–25 August 2016 in Istanbul, Turkey. Cham: Springer (ISBN 978-3-319-73240-4/hbk; 978-3-319-73241-1/ebook). Contributions to Statistics, 143-164 (2018). MSC: 62H25 62P25 PDF BibTeX XML Cite \textit{T. Kapucu} et al., in: Trends and perspectives in linear statistical inference. Proceedings of the LINSTAT2016 meeting held 22--25 August 2016 in Istanbul, Turkey. Cham: Springer. 143--164 (2018; Zbl 1397.62212) Full Text: DOI
Asar, Yasin Liu-type negative binomial regression: a comparison of recent estimators and applications. (English) Zbl 1397.62257 Tez, Müjgan (ed.) et al., Trends and perspectives in linear statistical inference. Proceedings of the LINSTAT2016 meeting held 22–25 August 2016 in Istanbul, Turkey. Cham: Springer (ISBN 978-3-319-73240-4/hbk; 978-3-319-73241-1/ebook). Contributions to Statistics, 23-39 (2018). MSC: 62J07 62F10 62J02 PDF BibTeX XML Cite \textit{Y. Asar}, in: Trends and perspectives in linear statistical inference. Proceedings of the LINSTAT2016 meeting held 22--25 August 2016 in Istanbul, Turkey. Cham: Springer. 23--39 (2018; Zbl 1397.62257) Full Text: DOI
Asar, Yasin; Genç, Aşır A new two-parameter estimator for the Poisson regression model. (English) Zbl 1397.62092 Iran. J. Sci. Technol., Trans. A, Sci. 42, No. 2, 793-803 (2018). MSC: 62F10 62J07 PDF BibTeX XML Cite \textit{Y. Asar} and \textit{A. Genç}, Iran. J. Sci. Technol., Trans. A, Sci. 42, No. 2, 793--803 (2018; Zbl 1397.62092) Full Text: DOI
Roozbeh, Mahdi Optimal QR-based estimation in partially linear regression models with correlated errors using GCV criterion. (English) Zbl 06920123 Comput. Stat. Data Anal. 117, 45-61 (2018). MSC: 62 PDF BibTeX XML Cite \textit{M. Roozbeh}, Comput. Stat. Data Anal. 117, 45--61 (2018; Zbl 06920123) Full Text: DOI
Hirose, Kei; Imada, Miyuki Sparse factor regression via penalized maximum likelihood estimation. (English) Zbl 1401.62091 Stat. Pap. 59, No. 2, 633-662 (2018). MSC: 62H25 62J07 62H12 PDF BibTeX XML Cite \textit{K. Hirose} and \textit{M. Imada}, Stat. Pap. 59, No. 2, 633--662 (2018; Zbl 1401.62091) Full Text: DOI
Emami, Hadi Local influence for Liu estimators in semiparametric linear models. (English) Zbl 1395.62209 Stat. Pap. 59, No. 2, 529-544 (2018). MSC: 62J07 62J20 62J05 PDF BibTeX XML Cite \textit{H. Emami}, Stat. Pap. 59, No. 2, 529--544 (2018; Zbl 1395.62209) Full Text: DOI
Arashi, Mohammad; Norouzirad, Mina; Ahmed, S. Ejaz; Yüzbaşı, Bahadır Rank-based Liu regression. (English) Zbl 1417.62199 Comput. Stat. 33, No. 3, 1525-1561 (2018). MSC: 62J07 62J05 62G08 62H12 62G20 65C60 PDF BibTeX XML Cite \textit{M. Arashi} et al., Comput. Stat. 33, No. 3, 1525--1561 (2018; Zbl 1417.62199) Full Text: DOI
Arumairajan, S. On the stochastic restricted modified almost unbiased Liu estimator in linear regression model. (English) Zbl 1395.62206 Commun. Math. Stat. 6, No. 2, 185-206 (2018). MSC: 62J07 62F03 PDF BibTeX XML Cite \textit{S. Arumairajan}, Commun. Math. Stat. 6, No. 2, 185--206 (2018; Zbl 1395.62206) Full Text: DOI
Özkale, M. Revan; Lemeshow, Stanley; Sturdivant, Rodney Logistic regression diagnostics in ridge regression. (English) Zbl 1417.62215 Comput. Stat. 33, No. 2, 563-593 (2018). MSC: 62J12 62J07 62J20 65C60 PDF BibTeX XML Cite \textit{M. R. Özkale} et al., Comput. Stat. 33, No. 2, 563--593 (2018; Zbl 1417.62215) Full Text: DOI
Kurnaz, Fatma Sevinç; Akay, Kadri Ulaş Matrix mean squared error comparisons of some biased estimators with two biasing parameters. (English) Zbl 1402.62154 Commun. Stat., Theory Methods 47, No. 8, 2022-2035 (2018). MSC: 62J05 62P30 62J07 PDF BibTeX XML Cite \textit{F. S. Kurnaz} and \textit{K. U. Akay}, Commun. Stat., Theory Methods 47, No. 8, 2022--2035 (2018; Zbl 1402.62154) Full Text: DOI
Varathan, Nagarajah; Wijekoon, Pushpakanthie Optimal generalized logistic estimator. (English) Zbl 1388.62221 Commun. Stat., Theory Methods 47, No. 2, 463-474 (2018). MSC: 62J12 62F10 62J07 PDF BibTeX XML Cite \textit{N. Varathan} and \textit{P. Wijekoon}, Commun. Stat., Theory Methods 47, No. 2, 463--474 (2018; Zbl 1388.62221) Full Text: DOI
Li, Yalian Efficiency of two classes of stochastic restricted almost unbiased type principal component estimators in linear regression model. (English) Zbl 06858670 Commun. Stat., Theory Methods 47, No. 4, 793-804 (2018). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{Y. Li}, Commun. Stat., Theory Methods 47, No. 4, 793--804 (2018; Zbl 06858670) Full Text: DOI
Özkale, M. Revan; Kuran, Özge Principal components regression and r-k class predictions in linear mixed models. (English) Zbl 06839733 Linear Algebra Appl. 543, 173-204 (2018). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{M. R. Özkale} and \textit{Ö. Kuran}, Linear Algebra Appl. 543, 173--204 (2018; Zbl 06839733) Full Text: DOI
Norouzirad, M.; Arashi, M.; Ahmed, S. E. Improved robust ridge M-estimation. (English) Zbl 07192127 J. Stat. Comput. Simulation 87, No. 18, 3469-3490 (2017). MSC: 62J07 62F35 PDF BibTeX XML Cite \textit{M. Norouzirad} et al., J. Stat. Comput. Simulation 87, No. 18, 3469--3490 (2017; Zbl 07192127) Full Text: DOI
Babaie-Kafaki, Saman; Roozbeh, Mahdi A revised Cholesky decomposition to combat multicollinearity in multiple regression models. (English) Zbl 07192064 J. Stat. Comput. Simulation 87, No. 12, 2298-2308 (2017). MSC: 62J05 65F10 62J07 65F15 PDF BibTeX XML Cite \textit{S. Babaie-Kafaki} and \textit{M. Roozbeh}, J. Stat. Comput. Simulation 87, No. 12, 2298--2308 (2017; Zbl 07192064) Full Text: DOI
Özbay, Nimet; Kaçıranlar, Selahattin The Almon two parameter estimator for the distributed lag models. (English) Zbl 07191974 J. Stat. Comput. Simulation 87, No. 4, 834-843 (2017). MSC: 62 PDF BibTeX XML Cite \textit{N. Özbay} and \textit{S. Kaçıranlar}, J. Stat. Comput. Simulation 87, No. 4, 834--843 (2017; Zbl 07191974) Full Text: DOI
Özbay, Nimet; Kaçıranlar, Selahattin; Dawoud, Issam The feasible generalized restricted ridge regression estimator. (English) Zbl 07191968 J. Stat. Comput. Simulation 87, No. 4, 753-765 (2017). MSC: 62 PDF BibTeX XML Cite \textit{N. Özbay} et al., J. Stat. Comput. Simulation 87, No. 4, 753--765 (2017; Zbl 07191968) Full Text: DOI
Özbay, Nimet; Kaçıranlar, Selahattin Improvement of the Liu-type Shiller estimator for distributed lag models. (English) Zbl 1397.62318 J. Forecast. 36, No. 7, 776-783 (2017). MSC: 62M10 62F05 62P20 PDF BibTeX XML Cite \textit{N. Özbay} and \textit{S. Kaçıranlar}, J. Forecast. 36, No. 7, 776--783 (2017; Zbl 1397.62318) Full Text: DOI
Liu, Chao; Wei, Jie; Wei, Chuanhua A stochastic restricted ridge regression estimator in partially linear varying coefficient models. (Chinese. English summary) Zbl 1399.62122 Math. Appl. 30, No. 4, 774-779 (2017). MSC: 62J07 62G05 62J12 PDF BibTeX XML Cite \textit{C. Liu} et al., Math. Appl. 30, No. 4, 774--779 (2017; Zbl 1399.62122)
Firinguetti, Luis; Kibria, Golam; Araya, Rodrigo Study of partial least squares and ridge regression methods. (English) Zbl 06865597 Commun. Stat., Simulation Comput. 46, No. 8, 6631-6644 (2017). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{L. Firinguetti} et al., Commun. Stat., Simulation Comput. 46, No. 8, 6631--6644 (2017; Zbl 06865597) Full Text: DOI
Al-Marshadi, Ali Hussein; Alharby, Abdullah Hamoud; Aslam, Muhammad Evaluating modified generalized information criterion in presence of multicollinearity. (English) Zbl 1388.62003 Commun. Stat., Simulation Comput. 46, No. 8, 6298-6307 (2017). MSC: 62B10 PDF BibTeX XML Cite \textit{A. H. Al-Marshadi} et al., Commun. Stat., Simulation Comput. 46, No. 8, 6298--6307 (2017; Zbl 1388.62003) Full Text: DOI
Lukman, Adewale F.; Ayindez, Kayode Review and classifications of the ridge parameter estimation techniques. (English) Zbl 06855096 Hacet. J. Math. Stat. 46, No. 5, 953-967 (2017). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{A. F. Lukman} and \textit{K. Ayindez}, Hacet. J. Math. Stat. 46, No. 5, 953--967 (2017; Zbl 06855096) Full Text: DOI
Asar, Yasin; Genç, Aşır Two-parameter ridge estimator in the binary logistic regression. (English) Zbl 06849568 Commun. Stat., Simulation Comput. 46, No. 9, 7088-7099 (2017). MSC: 62J02 62J07 PDF BibTeX XML Cite \textit{Y. Asar} and \textit{A. Genç}, Commun. Stat., Simulation Comput. 46, No. 9, 7088--7099 (2017; Zbl 06849568) Full Text: DOI
Arumairajan, Sivarajah; Wijekoon, Pushpakanthie Modified almost unbiased Liu estimator in linear regression model. (English) Zbl 1402.62162 Commun. Math. Stat. 5, No. 3, 261-276 (2017). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{S. Arumairajan} and \textit{P. Wijekoon}, Commun. Math. Stat. 5, No. 3, 261--276 (2017; Zbl 1402.62162) Full Text: DOI
Tamura, Ryuta; Kobayashi, Ken; Takano, Yuichi; Miyashiro, Ryuhei; Nakata, Kazuhide; Matsui, Tomomi Best subset selection for eliminating multicollinearity. (English) Zbl 1382.90068 J. Oper. Res. Soc. Japan 60, No. 3, 321-336 (2017). MSC: 90C11 90C05 90C22 PDF BibTeX XML Cite \textit{R. Tamura} et al., J. Oper. Res. Soc. Japan 60, No. 3, 321--336 (2017; Zbl 1382.90068) Full Text: DOI
Bhat, Satish; Raju, Vidya A class of generalized ridge estimators. (English) Zbl 06807319 Commun. Stat., Simulation Comput. 46, No. 7, 5105-5112 (2017). MSC: 62J07 PDF BibTeX XML Cite \textit{S. Bhat} and \textit{V. Raju}, Commun. Stat., Simulation Comput. 46, No. 7, 5105--5112 (2017; Zbl 06807319) Full Text: DOI
Wu, Jibo; Asar, Yasin A weighted stochastic restricted ridge estimator in partially linear model. (English) Zbl 1384.62255 Commun. Stat., Theory Methods 46, No. 18, 9274-9283 (2017). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{J. Wu} and \textit{Y. Asar}, Commun. Stat., Theory Methods 46, No. 18, 9274--9283 (2017; Zbl 1384.62255) Full Text: DOI
Sanei Tabass, M.; Mohtashami Borzadaran, G. R. The generalized maximum Tsallis entropy estimators and applications to the Portland cement dataset. (English) Zbl 1373.62033 Commun. Stat., Simulation Comput. 46, No. 4, 3284-3293 (2017). MSC: 62B10 94A17 62J05 62P20 PDF BibTeX XML Cite \textit{M. Sanei Tabass} and \textit{G. R. Mohtashami Borzadaran}, Commun. Stat., Simulation Comput. 46, No. 4, 3284--3293 (2017; Zbl 1373.62033) Full Text: DOI
Dawoud, Issam; Kaçiranlar, Selahattin Evaluation of the predictive performance of the Liu type estimator. (English) Zbl 1373.62351 Commun. Stat., Simulation Comput. 46, No. 4, 2800-2820 (2017). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{I. Dawoud} and \textit{S. Kaçiranlar}, Commun. Stat., Simulation Comput. 46, No. 4, 2800--2820 (2017; Zbl 1373.62351) Full Text: DOI
Asar, Yasin Some new methods to solve multicollinearity in logistic regression. (English) Zbl 06777578 Commun. Stat., Simulation Comput. 46, No. 4, 2576-2586 (2017). MSC: 62J07 62J02 PDF BibTeX XML Cite \textit{Y. Asar}, Commun. Stat., Simulation Comput. 46, No. 4, 2576--2586 (2017; Zbl 06777578) Full Text: DOI
Yüzbasi, Bahadir; Ahmed, S. Ejaz; Güngör, Mehmet Improved penalty strategies in linear regression models. (English) Zbl 1369.62160 REVSTAT 15, No. 2, 251-276 (2017). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{B. Yüzbasi} et al., REVSTAT 15, No. 2, 251--276 (2017; Zbl 1369.62160) Full Text: Link
Kaçiranlar, Selahattin; Dawoud, Issam Comment on “A generalized stochastic restricted ridge regression estimator”. (English) Zbl 1369.62153 Commun. Stat., Theory Methods 46, No. 10, 4957-4960 (2017). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{S. Kaçiranlar} and \textit{I. Dawoud}, Commun. Stat., Theory Methods 46, No. 10, 4957--4960 (2017; Zbl 1369.62153) Full Text: DOI
Asar, Yasin; Erişoğlu, Murat; Arashi, Mohammad Developing a restricted two-parameter Liu-type estimator: a comparison of restricted estimators in the binary logistic regression model. (English) Zbl 1369.62147 Commun. Stat., Theory Methods 46, No. 14, 6864-6873 (2017). MSC: 62J02 62J07 PDF BibTeX XML Cite \textit{Y. Asar} et al., Commun. Stat., Theory Methods 46, No. 14, 6864--6873 (2017; Zbl 1369.62147) Full Text: DOI
Salmeron, Roman; Garcia, Catalina; Garcia, Jose; Lopez, Maria del Mar The raise estimator estimation, inference, and properties. (English) Zbl 1391.62140 Commun. Stat., Theory Methods 46, No. 13, 6446-6462 (2017). MSC: 62J07 62H12 PDF BibTeX XML Cite \textit{R. Salmeron} et al., Commun. Stat., Theory Methods 46, No. 13, 6446--6462 (2017; Zbl 1391.62140) Full Text: DOI
Wu, Yuh-Jenn; Fang, Wei-Quan Consistent estimation approach to tackling collinearity and Berkson-type measurement error in linear regression using adjusted Wald-type estimator. (English) Zbl 1369.62159 Commun. Stat., Theory Methods 46, No. 11, 5501-5516 (2017). MSC: 62J05 62G20 PDF BibTeX XML Cite \textit{Y.-J. Wu} and \textit{W.-Q. Fang}, Commun. Stat., Theory Methods 46, No. 11, 5501--5516 (2017; Zbl 1369.62159) Full Text: DOI
Ertaş, Hasan; Kaçıranlar, Selahattin; Güler, Hüseyin Robust Liu-type estimator for regression based on \(M\)-estimator. (English) Zbl 1368.62192 Commun. Stat., Simulation Comput. 46, No. 5, 3907-3932 (2017). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{H. Ertaş} et al., Commun. Stat., Simulation Comput. 46, No. 5, 3907--3932 (2017; Zbl 1368.62192) Full Text: DOI
Dawoud, Issam; Kaçıranlar, Selahattin Evaluation of the predictive performance of the \(r\)-\(k\) and \(r\)-\(d\) class estimators. (English) Zbl 1368.62201 Commun. Stat., Theory Methods 46, No. 8, 4031-4050 (2017). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{I. Dawoud} and \textit{S. Kaçıranlar}, Commun. Stat., Theory Methods 46, No. 8, 4031--4050 (2017; Zbl 1368.62201) Full Text: DOI
Arashi, M.; Nadarajah, Saralees; Akdeniz, Fikri The distribution of the Liu-type estimator of the biasing parameter in elliptically contoured models. (English) Zbl 1368.62091 Commun. Stat., Theory Methods 46, No. 8, 3829-3837 (2017). MSC: 62G08 62G05 62G20 62J07 PDF BibTeX XML Cite \textit{M. Arashi} et al., Commun. Stat., Theory Methods 46, No. 8, 3829--3837 (2017; Zbl 1368.62091) Full Text: DOI
Özbay, Nimet; Dawoud, Issam; Kaçıranlar, Selahattin Feasible generalized Stein-rule restricted ridge regression estimators. (English) Zbl 1365.62283 J. Appl. Math. Stat. Inform. 13, No. 1, 77-97 (2017). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{N. Özbay} et al., J. Appl. Math. Stat. Inform. 13, No. 1, 77--97 (2017; Zbl 1365.62283) Full Text: DOI
Ebaid, Rasha; Farghali, Rasha; Abo-El-Hadid, Samah A mathematical programming approach for Liu-type estimator. (English) Zbl 1369.62163 Adv. Appl. Stat. 50, No. 4, 293-314 (2017). MSC: 62J07 90C90 PDF BibTeX XML Cite \textit{R. Ebaid} et al., Adv. Appl. Stat. 50, No. 4, 293--314 (2017; Zbl 1369.62163) Full Text: DOI Link
Wilderjans, Tom Frans; Vande Gaer, Eva; Kiers, Henk A. L.; Van Mechelen, Iven; Ceulemans, Eva Principal covariates clusterwise regression (PCCR): accounting for multicollinearity and population heterogeneity in hierarchically organized data. (English) Zbl 1360.62537 Psychometrika 82, No. 1, 86-111 (2017). MSC: 62P15 62H25 62H30 PDF BibTeX XML Cite \textit{T. F. Wilderjans} et al., Psychometrika 82, No. 1, 86--111 (2017; Zbl 1360.62537) Full Text: DOI
Toker, Selma; Kaçıranlar, Selahattin Ridge estimator with correlated errors and two-stage ridge estimator under inequality restrictions. (English) Zbl 1366.62142 Commun. Stat., Theory Methods 46, No. 3, 1407-1421 (2017). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{S. Toker} and \textit{S. Kaçıranlar}, Commun. Stat., Theory Methods 46, No. 3, 1407--1421 (2017; Zbl 1366.62142) Full Text: DOI
Manalaysay, Kristina Celene M.; Barrios, Erniel B. Semiparametric principal component Poisson regression on clustered data. (English) Zbl 1362.62091 Commun. Stat., Simulation Comput. 46, No. 2, 1546-1556 (2017). MSC: 62G08 62H25 62J07 PDF BibTeX XML Cite \textit{K. C. M. Manalaysay} and \textit{E. B. Barrios}, Commun. Stat., Simulation Comput. 46, No. 2, 1546--1556 (2017; Zbl 1362.62091) Full Text: DOI
Kleyn, J.; Arashi, M.; Bekker, A.; Millard, S. Preliminary testing of the Cobb-Douglas production function and related inferential issues. (English) Zbl 1357.62251 Commun. Stat., Simulation Comput. 46, No. 1, 469-488 (2017). MSC: 62J07 62H12 62F10 PDF BibTeX XML Cite \textit{J. Kleyn} et al., Commun. Stat., Simulation Comput. 46, No. 1, 469--488 (2017; Zbl 1357.62251) Full Text: DOI
Chandra, Shalini; Tyagi, Gargi A general class of biased estimators in the presence of multicollinearity with autocorrelated errors. (English) Zbl 1357.62238 Int. J. Math. Stat. 18, No. 2, 30-49 (2017). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{S. Chandra} and \textit{G. Tyagi}, Int. J. Math. Stat. 18, No. 2, 30--49 (2017; Zbl 1357.62238) Full Text: Link
Açar, T. Söküt; Özkale, M. R. Influence measures based on confidence ellipsoids in general linear regression model with correlated regressors. (English) Zbl 07281650 J. Appl. Stat. 43, No. 15, 2791-2812 (2016). MSC: 62J05 62J07 62J20 PDF BibTeX XML Cite \textit{T. S. Açar} and \textit{M. R. Özkale}, J. Appl. Stat. 43, No. 15, 2791--2812 (2016; Zbl 07281650) Full Text: DOI
Chandrasekhar, C. K.; Bagyalakshmi, H.; Srinivasan, M. R.; Gallo, M. Partial ridge regression under multicollinearity. (English) Zbl 07281628 J. Appl. Stat. 43, No. 13, 2462-2473 (2016). MSC: 62 PDF BibTeX XML Cite \textit{C. K. Chandrasekhar} et al., J. Appl. Stat. 43, No. 13, 2462--2473 (2016; Zbl 07281628) Full Text: DOI
Månsson, Kristofer; Kibria, B. M. Golam; Shukur, Ghazi A restricted Liu estimator for binary regression models and its application to an applied demand system. (English) Zbl 07281544 J. Appl. Stat. 43, No. 6, 1119-1127 (2016). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{K. Månsson} et al., J. Appl. Stat. 43, No. 6, 1119--1127 (2016; Zbl 07281544) Full Text: DOI
Liu, Chunling; Guo, Shuang; Wei, Chuanhua Principal components regression estimator of the parameters in partially linear models. (English) Zbl 07184787 J. Stat. Comput. Simulation 86, No. 15, 3127-3133 (2016). MSC: 62G05 62J07 PDF BibTeX XML Cite \textit{C. Liu} et al., J. Stat. Comput. Simulation 86, No. 15, 3127--3133 (2016; Zbl 07184787) Full Text: DOI
Açar, T. Söküt; Özkale, M. R. Cross validation of ridge regression estimator in autocorrelated linear regression models. (English) Zbl 07184742 J. Stat. Comput. Simulation 86, No. 12, 2429-2440 (2016). MSC: 62J05 62J07 62J20 PDF BibTeX XML Cite \textit{T. S. Açar} and \textit{M. R. Özkale}, J. Stat. Comput. Simulation 86, No. 12, 2429--2440 (2016; Zbl 07184742) Full Text: DOI
Lukman, Adewale F.; Ayinde, Kayode Some improved classification-based ridge parameter of Hoerl and Kennard estimation techniques. (English) Zbl 1420.62298 İstatistik 9, No. 3, 93-106 (2016). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{A. F. Lukman} and \textit{K. Ayinde}, İstatistik 9, No. 3, 93--106 (2016; Zbl 1420.62298) Full Text: Link
Dawoud, Issam; Kaçıranlar, Selahattin The prediction of the two parameter ridge estimator. (English) Zbl 1420.62292 İstatistik 9, No. 2, 56-66 (2016). MSC: 62J05 62J07 PDF BibTeX XML Cite \textit{I. Dawoud} and \textit{S. Kaçıranlar}, İstatistik 9, No. 2, 56--66 (2016; Zbl 1420.62292) Full Text: Link
Rajaratnam, Bala; Roberts, Steven; Sparks, Doug; Dalal, Onkar Lasso regression: estimation and shrinkage via the limit of Gibbs sampling. (English) Zbl 1411.62211 J. R. Stat. Soc., Ser. B, Stat. Methodol. 78, No. 1, 153-174 (2016). MSC: 62J07 62J05 62F15 PDF BibTeX XML Cite \textit{B. Rajaratnam} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 78, No. 1, 153--174 (2016; Zbl 1411.62211) Full Text: DOI
Zhou, Ling; Xu, Jing A new stochastic restricted \(s-K\) estimator in the linear regression model. (Chinese. English summary) Zbl 1389.62033 J. Syst. Sci. Math. Sci. 36, No. 11, 2118-2126 (2016). MSC: 62F10 62J05 65C05 PDF BibTeX XML Cite \textit{L. Zhou} and \textit{J. Xu}, J. Syst. Sci. Math. Sci. 36, No. 11, 2118--2126 (2016; Zbl 1389.62033)
Turkmen, A. S.; Ozturk, O. Generalised rank regression estimator with standard error adjusted Lasso. (English) Zbl 1373.62361 Aust. N. Z. J. Stat. 58, No. 1, 121-135 (2016). MSC: 62J05 62J07 62F35 62P10 PDF BibTeX XML Cite \textit{A. S. Turkmen} and \textit{O. Ozturk}, Aust. N. Z. J. Stat. 58, No. 1, 121--135 (2016; Zbl 1373.62361) Full Text: DOI
Kurtoğlu, Fikriye; Revan Özkale, M. Liu estimation in generalized linear models: application on gamma distributed response variable. (English) Zbl 1416.62427 Stat. Pap. 57, No. 4, 911-928 (2016). MSC: 62J12 PDF BibTeX XML Cite \textit{F. Kurtoğlu} and \textit{M. Revan Özkale}, Stat. Pap. 57, No. 4, 911--928 (2016; Zbl 1416.62427) Full Text: DOI
Li, Yalian; Yang, Hu More on the two-parameter estimation in the restricted regression. (English) Zbl 1351.62139 Commun. Stat., Theory Methods 45, No. 24, 7184-7196 (2016). MSC: 62J07 62J05 PDF BibTeX XML Cite \textit{Y. Li} and \textit{H. Yang}, Commun. Stat., Theory Methods 45, No. 24, 7184--7196 (2016; Zbl 1351.62139) Full Text: DOI