Procedures for the identification of multiple influential observations in linear regression
Author
Abstract
Suggested Citation
DOI: 10.1080/02664763.2013.868418
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Billor, Nedret & Hadi, Ali S. & Velleman, Paul F., 2000. "BACON: blocked adaptive computationally efficient outlier nominators," Computational Statistics & Data Analysis, Elsevier, vol. 34(3), pages 279-298, September.
- Hadi, Ali S., 1992. "A new measure of overall potential influence in linear regression," Computational Statistics & Data Analysis, Elsevier, vol. 14(1), pages 1-27, June.
- Menjoge, Rajiv S. & Welsch, Roy E., 2010. "A diagnostic method for simultaneous feature selection and outlier identification in linear regression," Computational Statistics & Data Analysis, Elsevier, vol. 54(12), pages 3181-3193, December.
- A. A. M. Nurunnabi & A.H.M. Rahmatullah Imon & M. Nasser, 2010. "Identification of multiple influential observations in logistic regression," Journal of Applied Statistics, Taylor & Francis Journals, vol. 37(10), pages 1605-1624.
- Nguyen, T.D. & Welsch, R., 2010. "Outlier detection and least trimmed squares approximation using semi-definite programming," Computational Statistics & Data Analysis, Elsevier, vol. 54(12), pages 3212-3226, December.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Junlong Zhao & Chao Liu & Lu Niu & Chenlei Leng, 2019. "Multiple influential point detection in high dimensional regression spaces," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 81(2), pages 385-408, April.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- A.A.M. Nurunnabi & M. Nasser & A.H.M.R. Imon, 2016. "Identification and classification of multiple outliers, high leverage points and influential observations in linear regression," Journal of Applied Statistics, Taylor & Francis Journals, vol. 43(3), pages 509-525, March.
- Vilijandas Bagdonavičius & Linas Petkevičius, 2020. "A new multiple outliers identification method in linear regression," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 83(3), pages 275-296, April.
- Kondylis, Athanassios & Hadi, Ali S., 2006. "Derived components regression using the BACON algorithm," Computational Statistics & Data Analysis, Elsevier, vol. 51(2), pages 556-569, November.
- M. Habshah & M. R. Norazan & A.H.M. Rahmatullah Imon, 2009. "The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression," Journal of Applied Statistics, Taylor & Francis Journals, vol. 36(5), pages 507-520.
- Catherine Fuss & Angelos Theodorakopoulos, 2018.
"Compositional Changes in Aggregate Productivity in an Era of Globalisation and Financial Crisis,"
Working Papers of VIVES - Research Centre for Regional Economics
627696, KU Leuven, Faculty of Economics and Business (FEB), VIVES - Research Centre for Regional Economics.
- Catherine Fuss & Angelos Theodorakopoulos, 2018. "Compositional changes in aggregate productivity in an era of globalisation and financial crisis," Working Paper Research 336, National Bank of Belgium.
- L. Pitsoulis & G. Zioutas, 2010. "A fast algorithm for robust regression with penalised trimmed squares," Computational Statistics, Springer, vol. 25(4), pages 663-689, December.
- Cristian BARRA & Roberto ZOTTI, 2019. "Bank Performance, Financial Stability And Market Concentration: Evidence From Cooperative And Non‐Cooperative Banks," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 90(1), pages 103-139, March.
- Hong Choon Ong & Ekele Alih, 2015. "A Control Chart Based on Cluster-Regression Adjustment for Retrospective Monitoring of Individual Characteristics," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-30, April.
- Stefani, Gianluca & Gadanakis, Yiorgos & Lombardi, Ginevra Virginia & Tiberti, Marco, 2017. "The impact of financial leverage on farms capacity to react in market shocks," 2017 International Congress, August 28-September 1, 2017, Parma, Italy 261156, European Association of Agricultural Economists.
- Batalla-Bejerano, Joan & Costa-Campi, Maria Teresa & Trujillo-Baute, Elisa, 2016.
"Collateral effects of liberalisation: Metering, losses, load profiles and cost settlement in Spain’s electricity system,"
Energy Policy, Elsevier, vol. 94(C), pages 421-431.
- Joan Batalla-Bejerano & Maria Teresa Costa-Campi & Elisa Trujillo-Baute, 2015. "Unexpected consequences of liberalisation: metering, losses, load profiles and cost settlement in Spain’s electricity system," Working Papers 2015/16, Institut d'Economia de Barcelona (IEB).
- Jiří Schwarz & Martin Pospíšil, 2018. "Bankruptcy, Investment, and Financial Constraints: Evidence from the Czech Republic," Eastern European Economics, Taylor & Francis Journals, vol. 56(2), pages 99-121, March.
- A. H. M. Rahmatullah Imon, 2005. "Identifying multiple influential observations in linear regression," Journal of Applied Statistics, Taylor & Francis Journals, vol. 32(9), pages 929-946.
- AMENDOLA, Adalgiso & BARRA, Cristian & BOCCIA, Marinella & PAPACCIO, Anna, 2018. "Market Structure and Financial Stability: Theory and Evidence," CELPE Discussion Papers 156, CELPE - CEnter for Labor and Political Economics, University of Salerno, Italy.
- Julia Cage, 2015.
"Measuring Policy Performance: Can We Do Better than the World Bank?,"
Post-Print
hal-03392964, HAL.
- Julia Cage, 2015. "Measuring Policy Performance: Can We Do Better than the World Bank?," Sciences Po publications info:hdl:2441/5su81hd0ma8, Sciences Po.
- Fratianni, Michele & Marchionne, Francesco, 2017.
"Bank asset reallocation and sovereign debt,"
Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 47(C), pages 15-32.
- Michele Fratianni & Francesco Marchionne, 2014. "Bank asset reallocation and sovereign debt," Working Papers 2014-09, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
- Michele Fratianni & Francesco Marchionne, 2014. "Bank asset reallocation and sovereign debt," Mo.Fi.R. Working Papers 100, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
- Sylvain Weber, 2010. "bacon: An effective way to detect outliers in multivariate data using Stata (and Mata)," Stata Journal, StataCorp LP, vol. 10(3), pages 331-338, September.
- Mele, Antonio & Paglialunga, Elena & Sforna, Giorgia, 2021. "Climate cooperation from Kyoto to Paris: What can be learnt from the CDM experience?," Socio-Economic Planning Sciences, Elsevier, vol. 75(C).
- Sevvandi Kandanaarachchi & Mario A Munoz & Rob J Hyndman & Kate Smith-Miles, 2018. "On normalization and algorithm selection for unsupervised outlier detection," Monash Econometrics and Business Statistics Working Papers 16/18, Monash University, Department of Econometrics and Business Statistics.
- Balcazar Salazar,Carlos Felipe, 2015. "Long-run effects of democracy on income inequality : evidence from repeated cross-sections," Policy Research Working Paper Series 7153, The World Bank.
- Li-Chu Chien, 2013. "Multiple deletion diagnostics in beta regression models," Computational Statistics, Springer, vol. 28(4), pages 1639-1661, August.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:japsta:v:41:y:2014:i:6:p:1315-1331. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/CJAS20 .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.