On Bootstrap Methods in Orthogonal Regression Model
This paper discusses the nonparametric bootstrap method for evaluating the standard errors of the parameter estimates of orthogonal regression. The percentile, bias-corrected, the bias-corrected and accelerated (BCA) , and the calibrated or iterated BCA method were considered for confidence inter...
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| Format: | Article |
| Language: | English English |
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Universiti Putra Malaysia Press
1995
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| Online Access: | http://psasir.upm.edu.my/id/eprint/3818/1/On_Bootstrap_Methods_in_Orthogonal.pdf |
| _version_ | 1825943560735686656 |
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| author | Abdullah, Mokhtar |
| author_facet | Abdullah, Mokhtar |
| author_sort | Abdullah, Mokhtar |
| collection | UPM |
| description | This paper discusses the nonparametric bootstrap method for evaluating the
standard errors of the parameter estimates of orthogonal regression. The
percentile, bias-corrected, the bias-corrected and accelerated (BCA) , and the calibrated or
iterated BCA method were considered for confidence intervals for the parameters
of the model. Based on simulation studies, it was found that the iterated
BCA method produced a more reliable confidence interval than the other
methods. |
| first_indexed | 2024-03-06T07:02:14Z |
| format | Article |
| id | upm.eprints-3818 |
| institution | Universiti Putra Malaysia |
| language | English English |
| last_indexed | 2024-03-06T07:02:14Z |
| publishDate | 1995 |
| publisher | Universiti Putra Malaysia Press |
| record_format | dspace |
| spelling | upm.eprints-38182013-05-27T07:11:30Z http://psasir.upm.edu.my/id/eprint/3818/ On Bootstrap Methods in Orthogonal Regression Model Abdullah, Mokhtar This paper discusses the nonparametric bootstrap method for evaluating the standard errors of the parameter estimates of orthogonal regression. The percentile, bias-corrected, the bias-corrected and accelerated (BCA) , and the calibrated or iterated BCA method were considered for confidence intervals for the parameters of the model. Based on simulation studies, it was found that the iterated BCA method produced a more reliable confidence interval than the other methods. Universiti Putra Malaysia Press 1995 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/3818/1/On_Bootstrap_Methods_in_Orthogonal.pdf Abdullah, Mokhtar (1995) On Bootstrap Methods in Orthogonal Regression Model. Pertanika Journal of Science & Technology, 3 (2). pp. 349-359. ISSN 0128-7680 English |
| spellingShingle | Abdullah, Mokhtar On Bootstrap Methods in Orthogonal Regression Model |
| title | On Bootstrap Methods in Orthogonal Regression Model |
| title_full | On Bootstrap Methods in Orthogonal Regression Model |
| title_fullStr | On Bootstrap Methods in Orthogonal Regression Model |
| title_full_unstemmed | On Bootstrap Methods in Orthogonal Regression Model |
| title_short | On Bootstrap Methods in Orthogonal Regression Model |
| title_sort | on bootstrap methods in orthogonal regression model |
| url | http://psasir.upm.edu.my/id/eprint/3818/1/On_Bootstrap_Methods_in_Orthogonal.pdf |
| work_keys_str_mv | AT abdullahmokhtar onbootstrapmethodsinorthogonalregressionmodel |