This paper is based on a plenary presentation at NORDSTAT Meeting in Voss Norway, June 2010.
Estimation for High-Dimensional Linear Mixed-Effects Models Using ℓ1-Penalization
Article first published online: 10 MAY 2011
© 2011 Board of the Foundation of the Scandinavian Journal of Statistics
Scandinavian Journal of Statistics
Volume 38, Issue 2, pages 197–214, June 2011
How to Cite
SCHELLDORFER, J., BÜHLMANN, P. and DE GEER, S. V. (2011), Estimation for High-Dimensional Linear Mixed-Effects Models Using ℓ1-Penalization. Scandinavian Journal of Statistics, 38: 197–214. doi: 10.1111/j.1467-9469.2011.00740.x
- Issue published online: 10 MAY 2011
- Article first published online: 10 MAY 2011
- Received October 2010, in final form February 2011
Appendix A. Proof of theorem 1 from section 3.
Appendix B. Proof of theorem 2 from section 3
Appendix C. Computational details of algorithm 1 in section 4.
Appendix D. Simulations for the low-dimensional setting in section 5.
|SJOS_740_sm_AppendixA-D.pdf||352K||Supporting info item|
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