The Canadian Journal of Statistics / La Revue Canadienne de Statistique, Vol. 40, No. 4, Special Issue in Honour of Mary Thompson (December/décembre 2012), pp. 745-769 (25 pages) In this paper, we ...
The Dantzig selector performs variable selection and model fitting in linear regression. It uses an L 1 penalty to shrink the regression coefficients towards zero, in a similar fashion to the lasso.
Many response variables are handled poorly by regression models when the errors are assumed to be normally distributed. For example, modeling the state damaged/not damaged of cells after treated with ...
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