Multiple Linear Regression Model With Stochastic Design Variables
| dc.contributor.author | Islam, M. Qamarul | |
| dc.contributor.author | Tiku, Moti L. | |
| dc.date.accessioned | 2016-06-13T11:16:32Z | |
| dc.date.accessioned | 2025-09-18T12:48:14Z | |
| dc.date.available | 2016-06-13T11:16:32Z | |
| dc.date.available | 2025-09-18T12:48:14Z | |
| dc.date.issued | 2010 | |
| dc.description.abstract | In a simple multiple linear regression model, the design variables have traditionally been assumed to be non-stochastic. In numerous real-life situations, however, they are stochastic and non-normal. Estimators of parameters applicable to such situations are developed. It is shown that these estimators are efficient and robust. A real-life example is given. | en_US |
| dc.identifier.citation | Islam, M.Q., Tiku, M.L. (2010). Multiple linear regression model with stochastic design variables. Journal of Applied Statistics, 37(6), 923-943. http://dx.doi.org/10.1080/02664760902939612 | en_US |
| dc.identifier.doi | 10.1080/02664760902939612 | |
| dc.identifier.issn | 0266-4763 | |
| dc.identifier.issn | 1360-0532 | |
| dc.identifier.scopus | 2-s2.0-77952375082 | |
| dc.identifier.uri | https://doi.org/10.1080/02664760902939612 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12416/12024 | |
| dc.language.iso | en | en_US |
| dc.publisher | Taylor & Francis Ltd | en_US |
| dc.relation.ispartof | Journal of Applied Statistics | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Correlation Coefficient | en_US |
| dc.subject | Least Squares | en_US |
| dc.subject | Linear Regression | en_US |
| dc.subject | Modified Maximum Likelihood | en_US |
| dc.subject | Multivariate Distributions | en_US |
| dc.subject | Non-Normality | en_US |
| dc.subject | Random Design | en_US |
| dc.title | Multiple Linear Regression Model With Stochastic Design Variables | en_US |
| dc.title | Multiple linear regression model with stochastic design variables | tr_TR |
| dc.type | Article | en_US |
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| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | [Islam, M. Qamarul] Cankaya Univ, Dept Econ, TR-06530 Ankara, Turkey; [Tiku, Moti L.] Middle E Tech Univ, Dept Stat, TR-06531 Ankara, Turkey; [Tiku, Moti L.] McMaster Univ, Dept Math & Stat, Hamilton, ON, Canada | en_US |
| gdc.description.endpage | 943 | en_US |
| gdc.description.issue | 6 | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q2 | |
| gdc.description.startpage | 923 | en_US |
| gdc.description.volume | 37 | en_US |
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| gdc.virtual.author | Islam, M.Qamarul | |
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