Guiding the Lasso: Regression in High Dimensions
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- Matematisk institutt [3782]
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Paper I: Bergersen, L. C., Glad, I. K., and Lyng, H. (2011). Weighted lasso with data integration. Statistical Applications in Genetics and Molecular Biology, 10(1) The final publication is available at www.degruyter.com https://doi.org/10.2202/1544-6115.1703 |
Paper II: Bergersen, L. C., Ahmed, I., Frigessi, A., Glad, I. K., and Richardson, S. (2013). Preselection in lasso-type problems by cross-validation freezing. Submitted manuscript. The paper is removed from the thesis in DUO. |
Paper III: Bergersen, L. C., Tharmaratnam, K., and Glad, I. K. (2013). Monotone splines lasso. Submitted manuscript. The paper is removed from the thesis in DUO |