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Scaled sparse linear regression jointly estimates the regression coefficients and noise level in a linear model. It chooses an equilibrium with a sparse regression method by iteratively estimating the ...
Jian Zhu, Trivellore E. Raghunathan, Convergence Properties of a Sequential Regression Multiple Imputation Algorithm, Journal of the American Statistical Association, Vol. 110, No. 511 (September 2015 ...
Instructor Fall 2016: Sriram SankaranarayananPrerequisitesCalculus I,II + Algorithms + Linear Algebra.Topics CoveredRoughly, we will cover the following topics (some of them may be skipped depending ...
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