Trimmed Constrained Mixed Effects Models: Formulations and Algorithms

Trimmed Statistical Estimation via Variance Reduction

(2019) Aleksandr Aravkin et al.   MATHEMATICS OF OPERATIONS RESEARCH

Efficient Quadratic Penalization Through the Partial Minimization Technique

(2018) Aleksandr Y. Aravkin et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

Shape constrained additive models

(2014) Natalya Pya et al.   STATISTICS AND COMPUTING

Sparse least trimmed squares regression for analyzing high-dimensional large data sets

(2013) Andreas Alfons et al.   Annals of Applied Statistics

On the Least Trimmed Squares Estimator

(2012) David M. Mount et al.   ALGORITHMICA

Systematic review with meta-analysis of the epidemiological evidence in the 1900s relating smoking to lung cancer

(2012) Peter N Lee et al.   BMC CANCER

Estimating nuisance parameters in inverse problems

(2012) Aleksandr Y Aravkin et al.   INVERSE PROBLEMS