We propose a generalized method of moments approach to the accelerated failure time model with correlated survival data. We study the semiparametric rank estimator using martingale-based moments. 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.
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