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Communications in Statistics - Simulation and Computation Volume 24, 1995 - Issue 3
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Original Articles

Confidence intervals in ridge regression by bootstrapping the dependent variable: a simulation study

Ana Crivelli Departamento de Matemática y C.C., Universidad de Santiago de Chile, Correo 2, Stgo., Casilla, 307, Chile
,
Luis Firinguetti Departamento de Matemática y C.C., Universidad de Santiago de Chile, Correo 2, Stgo., Casilla, 307, Chile
,
Rosa Montaño Departamento de Matemática y C.C., Universidad de Santiago de Chile, Correo 2, Stgo., Casilla, 307, Chile
&
Margarita Muñóz Departamento de Matemática y C.C., Universidad de Santiago de Chile, Correo 2, Stgo., Casilla, 307, Chile
Pages 631-652 | Received 01 Feb 1994, Published online: 27 Jun 2007

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M. Revan Özkale & Hüsniye Altuner. (2023) Bootstrap confidence interval of ridge regression in linear regression model: A comparative study via a simulation study. Communications in Statistics - Theory and Methods 52:20, pages 7405-7441.
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H. E.T. Holgersson. (2015) A Note on a Commonly Used Ridge Regression Monte Carlo Design. Communications in Statistics - Theory and Methods 44:10, pages 2176-2179.
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Norman R. Draper. (1998) Applied regression analysis bibliography update 1994-97. Communications in Statistics - Theory and Methods 27:10, pages 2581-2623.
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Luis Firinguetti & Gladys Bobadilla. (2009) Asymptotic confidence intervals in ridge regression based on the Edgeworth expansion. Statistical Papers 52:2, pages 287-307.
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Seoae Cho, Kyunga Kim, Young Jin Kim, Jong‐Keuk Lee, Yoon Shin Cho, Jong‐Young Lee, Bok‐Ghee Han, Heebal Kim, Jurg Ott & Taesung Park. (2010) Joint Identification of Multiple Genetic Variants via Elastic‐Net Variable Selection in a Genome‐Wide Association Analysis. Annals of Human Genetics 74:5, pages 416-428.
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Xiaonan Xue, Mimi Y. Kim & Roy E. Shore. (2007) Cox regression analysis in presence of collinearity: an application to assessment of health risks associated with occupational radiation exposure. Lifetime Data Analysis 13:3, pages 333-350.
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Jie Huang & David Harrington. (2002) Penalized Partial Likelihood Regression for Right-Censored Data with Bootstrap Selection of the Penalty Parameter. Biometrics 58:4, pages 781-791.
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Ju-Chin Huang. (1999) Improving the estimation precision for a selected parameter in multiple regression analysis: an algebraic approach. Economics Letters 62:3, pages 261-264.
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