209
Views
47
CrossRef citations to date
0
Altmetric
Original Articles

Collinearity in generalized linear regression

Pages 1933-1952 | Received 01 Jun 1992, Published online: 23 Dec 2010

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (7)

M. Revan Özkale. (2021) The red indicator and corrected VIFs in generalized linear models. Communications in Statistics - Simulation and Computation 50:12, pages 4144-4170.
Read now
Emad Soroori, Abolfazl Mohammadzadeh Moghaddam & Mahdi Salehi. (2021) Modeling spatial nonstationary and overdispersed crash data: Development and comparative analysis of global and geographically weighted regression models applied to macrolevel injury crash data. Journal of Transportation Safety & Security 13:9, pages 1000-1024.
Read now
T. Michael Kashner, Steven S. Henley, Richard M. Golden & Xiao-Hua Zhou. (2020) Making causal inferences about treatment effect sizes from observational datasets. Biostatistics & Epidemiology 4:1, pages 48-83.
Read now
Emad Soroori, Abolfazl Mohammadzadeh Moghaddam & Mahdi Salehi. (2019) Application of local conditional autoregressive models for development of zonal crash prediction models and identification of crash risk boundaries. Transportmetrica A: Transport Science 15:2, pages 1102-1123.
Read now
Muhammad Amin, Muhammad Amanullah, Muhammad Aslam & Muhammad Qasim. (2019) Influence diagnostics in gamma ridge regression model. Journal of Statistical Computation and Simulation 89:3, pages 536-556.
Read now
Chien-Chia L. Huang, Yow-Jen Jou & Hsun-Jung Cho. (2016) A new multicollinearity diagnostic for generalized linear models. Journal of Applied Statistics 43:11, pages 2029-2043.
Read now
M. Revan Özkale & Engin Arıcan. (2016) A new biased estimator in logistic regression model. Statistics 50:2, pages 233-253.
Read now

Articles from other publishers (40)

Lijie Wang, Li Wen, Jianling Shen, Yi Wang, Qiannan Wei, Wenjie He, Xueting Liu, Peiyao Chen, Yan Jin, Dingli Yue, Yuhong Zhai, Huiying Mai, Xiaoling Zeng, Qiansheng Hu & Weiwei Lin. (2024) The association between PM2.5 components and blood pressure changes in late pregnancy: A combined analysis of traditional and machine learning models. Environmental Research 252, pages 118827.
Crossref
Hongbo Qiu, Zsolt Zador, Melissa Lannon, Forough Farrokhyar, Taylor Duda & Sunjay Sharma. (2024) Identification of clinically relevant patient endotypes in traumatic brain injury using latent class analysis. Scientific Reports 14:1.
Crossref
Zainab Toteh Osakwe, Rose CalixteOmonigho Michael BubuJennifer M. Reckrey. (2023) Association Between Documented Severe Pain and Cognitive Impairment in Home Health Care Patients: Results from the National Outcome and Assessment Information Set Data. Journal of Palliative Medicine 26:12, pages 1662-1670.
Crossref
Jinzhe Xie, Shao-Dong Shen & Yumeng Hua. (2023) A mode selection procedure for a seismic response prediction method based on microtremor measurements. Soil Dynamics and Earthquake Engineering 175, pages 108271.
Crossref
Asia Batool, Muhammad Amin & Ahmed Elhassanein. (2023) On the performance of some new ridge parameter estimators in the Poisson-inverse Gaussian ridge regression. Alexandria Engineering Journal 70, pages 231-245.
Crossref
Mina S. Sedrak, Can-Lan Sun, Jingran Ji, Harvey J. Cohen, Cary P. Gross, William P. Tew, Heidi D. Klepin, Tanya M. Wildes, Efrat Dotan, Rachel A. Freedman, Tracey O'Connor, Selina Chow, Mary Ann Fenton, Beverly Moy, Andrew E. Chapman, William Dale, Vani Katheria, Nicole M. Kuderer, Gary H. Lyman, Allison Magnuson & Hyman B. Muss. (2023) Low-Intensity Adjuvant Chemotherapy for Breast Cancer in Older Women: Results From the Prospective Multicenter HOPE Trial. Journal of Clinical Oncology 41:2, pages 316-326.
Crossref
Adewale F. Lukman, B. M. Golam Kibria, Cosmas K. Nziku, Muhammad Amin, Emmanuel T. Adewuyi & Rasha Farghali. (2023) K-L Estimator: Dealing with Multicollinearity in the Logistic Regression Model. Mathematics 11:2, pages 340.
Crossref
Fuad A. Awwad, Kehinde A. Odeniyi, Issam Dawoud, Zakariya Yahya Algamal, Mohamed R. Abonazel, B. M. Golam Kibria & Elsayed Tag Eldin. (2022) New Two-Parameter Estimators for the Logistic Regression Model with Multicollinearity. WSEAS TRANSACTIONS ON MATHEMATICS 21, pages 403-414.
Crossref
Alecos Papadopoulos. (2022) Accounting for Endogeneity in Regression Models Using Copulas: A Step-by-Step Guide for Empirical Studies. Journal of Econometric Methods 11:1, pages 127-154.
Crossref
Salene M. W. Jones, Matthew P. Banegas, John F. Steiner, Emilia H. De Marchis, Laura M. Gottlieb & Adam L. Sharp. (2021) Association of Financial Worry and Material Financial Risk with Short-Term Ambulatory Healthcare Utilization in a Sample of Subsidized Exchange Patients. Journal of General Internal Medicine 36:6, pages 1561-1567.
Crossref
Ulduz Mammadova & M. Revan Özkale. (2021) Profile monitoring for count data using Poisson and Conway–Maxwell–Poisson​ regression-based control charts under multicollinearity problem. Journal of Computational and Applied Mathematics 388, pages 113275.
Crossref
Felipe R C dos Santos, Gabriela D A Guardia, Filipe F dos Santos, Daniel T Ohara & Pedro A F Galante. (2021) Reboot: a straightforward approach to identify genes and splicing isoforms associated with cancer patient prognosis. NAR Cancer 3:2.
Crossref
Alejandro Heredia-Langner, John R. Cort, Katarzyna Grubel, Molly J. O’Hagan, Kristin H. Jarman, John C. Linehan, Karl O. Albrecht, Evgueni Polikarpov, David L. King, Tricia D. Smurthwaite & J. Timothy Bays. (2020) Methodology for the Development of Empirical Models Relating 13 C NMR Spectral Features to Fuel Properties . Energy & Fuels 34:10, pages 12556-12572.
Crossref
Muhammad Amin, Muhammad Qasim, Muhammad Amanullah & Saima Afzal. (2017) Performance of some ridge estimators for the gamma regression model. Statistical Papers 61:3, pages 997-1026.
Crossref
N. H. Jadhav. (2019) On linearized ridge logistic estimator in the presence of multicollinearity. Computational Statistics 35:2, pages 667-687.
Crossref
Yue Zhu, Yanyan Wang, Huan Xu, Bin Luo, Wei Zhang, Bing Guo, Shiqi Chen, Xing Zhao & Weimin Li. (2020) Joint effect of multiple air pollutants on daily emergency department visits in Chengdu, China. Environmental Pollution 257, pages 113548.
Crossref
Makoto Fujii, Yuko Ohno, Makoto Yamada, Yoshihiro Kamada & Eiji Miyoshi. (2019) Impact of fatty pancreas and lifestyle on the development of subclinical chronic pancreatitis in healthy people undergoing a medical checkup. Environmental Health and Preventive Medicine 24:1.
Crossref
D. Heylen, R. Lasters, F. Adriaensen, M. Fonville, H. Sprong & E. Matthysen. (2019) Ticks and tick-borne diseases in the city: Role of landscape connectivity and green space characteristics in a metropolitan area. Science of The Total Environment 670, pages 941-949.
Crossref
John P. Tuman. (2019) The determinants of strikes in the Mexican automobile industry, 1980-2012. Journal of Labor and Society 22:1, pages 45-60.
Crossref
Jin-kyoung Noh, Cristian Echeverría, Aníbal Pauchard & Pablo Cuenca. (2018) Extinction debt in a biodiversity hotspot: the case of the Chilean Winter Rainfall-Valdivian Forests. Landscape and Ecological Engineering 15:1, pages 1-12.
Crossref
M. Revan Özkale, Stanley Lemeshow & Rodney Sturdivant. (2017) Logistic regression diagnostics in ridge regression. Computational Statistics 33:2, pages 563-593.
Crossref
Yasin Asar. 2018. Trends and Perspectives in Linear Statistical Inference. Trends and Perspectives in Linear Statistical Inference 23 39 .
Daniel Vecín-Arias, Fernando Castedo-Dorado, Celestino Ordóñez & José Ramón Rodríguez-Pérez. (2016) Biophysical and lightning characteristics drive lightning-induced fire occurrence in the central plateau of the Iberian Peninsula. Agricultural and Forest Meteorology 225, pages 36-47.
Crossref
Kunal Gupta, Hongyue Wang & Sanjiv B. Amin. (2014) Parenteral Nutrition–Associated Cholestasis in Premature Infants. Journal of Parenteral and Enteral Nutrition 40:3, pages 335-341.
Crossref
Nathalie J. Massat, Peter D. Sasieni, Daniela Tataru, Dharmishta Parmar, Jack Cuzick & Stephen W. Duffy. (2016) Explaining the Better Prognosis of Screening-Exposed Breast Cancers: Influence of Tumor Characteristics and Treatment. Cancer Epidemiology, Biomarkers & Prevention 25:3, pages 479-487.
Crossref
Han Yu, Shanhe Jiang & Kenneth C. Land. (2015) Multicollinearity in hierarchical linear models. Social Science Research 53, pages 118-136.
Crossref
Robert Phillips, A. Serdar Şimşek & Garrett van Ryzin. (2015) The Effectiveness of Field Price Discretion: Empirical Evidence from Auto Lending. Management Science 61:8, pages 1741-1759.
Crossref
Jisuk Bae, Sungduk Kim, Enrique F. Schisterman, Dana Boyd Barr & Germaine M. Buck Louis. (2015) Maternal and paternal serum concentrations of perfluoroalkyl and polyfluoroalkyl substances and the secondary sex ratio. Chemosphere 133, pages 31-40.
Crossref
Andrea Winquist, Ellen Kirrane, Mitch Klein, Matthew Strickland, Lyndsey A. Darrow, Stefanie Ebelt Sarnat, Katherine Gass, James Mulholland, Armistead Russell & Paige Tolbert. (2014) Joint Effects of Ambient Air Pollutants on Pediatric Asthma Emergency Department Visits in Atlanta, 1998–2004. Epidemiology 25:5, pages 666-673.
Crossref
Ingrid H. Holmøy, Steinar Waage & Yrjö T. Gröhn. (2014) Ewe characteristics associated with neonatal loss in Norwegian sheep. Preventive Veterinary Medicine 114:3-4, pages 267-275.
Crossref
Avima M. Ruder, Misty J. Hein, Nancy B. Hopf & Martha A. Waters. (2014) Mortality among 24,865 workers exposed to polychlorinated biphenyls (PCBs) in three electrical capacitor manufacturing plants: A ten-year update. International Journal of Hygiene and Environmental Health 217:2-3, pages 176-187.
Crossref
Ingrid H. Holmøy, Camilla Kielland, Solveig Marie Stubsjøen, Lisbeth Hektoen & Steinar Waage. (2012) Housing conditions and management practices associated with neonatal lamb mortality in sheep flocks in Norway. Preventive Veterinary Medicine 107:3-4, pages 231-241.
Crossref
Emmanuel Lesaffre & Andrew B. Lawson. 2012. Bayesian Biostatistics. Bayesian Biostatistics 484 507 .
Claire E. WootonBrian Klinkenberg. (2011) A landscape-level analysis of yellow-cedar decline in coastal British Columbia. Canadian Journal of Forest Research 41:8, pages 1638-1648.
Crossref
Juan Paritsis, Thomas T. Veblen, Jeremy M. Smith & Andrés Holz. (2011) Spatial prediction of caterpillar (Ormiscodes) defoliation in Patagonian Nothofagus forests. Landscape Ecology 26:6, pages 791-803.
Crossref
Wilson Truccolo. 2010. Analysis of Parallel Spike Trains. Analysis of Parallel Spike Trains 321 341 .
Piotr Skórka, Magdalena Lenda, Rafał Martyka & Stanisław Tworek. (2009) The use of metapopulation and optimal foraging theories to predict movement and foraging decisions of mobile animals in heterogeneous landscapes. Landscape Ecology 24:5, pages 599-609.
Crossref
R. Carter Hill & Lee C. Adkins. 2003. A Companion to Theoretical Econometrics. A Companion to Theoretical Econometrics 256 278 .
Georg Heinze & Michael Schemper. (2002) A solution to the problem of separation in logistic regression. Statistics in Medicine 21:16, pages 2409-2419.
Crossref
Sven Thorsten Jakusch. (2013) On the Applicability of Maximum Likelihood Methods: From Experimental to Financial Data. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.