Guiding the Lasso: Regression in High Dimensions
Appears in the following Collection
- Matematisk institutt 
AbstractList of papers. Papers II and III are removed from the thesis due to publisher restrictions.
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) doi:10.2202/1544-6115.1703 The final publication is available at www.degruyter.com
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.
Paper III: Bergersen, L. C., Tharmaratnam, K., and Glad, I. K. (2013). Monotone splines lasso. Submitted manuscript.