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  • 10 Similar Profiles
Estimator Mathematics
Penalty Mathematics
Covariance matrix Mathematics
Predictors Mathematics
Covariance Estimation Mathematics
Penalized Likelihood Mathematics
High-dimensional Mathematics
Lasso Mathematics

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Projects 2011 2020

Research Output 2008 2019

A Penalized Likelihood Method for Classification With Matrix-Valued Predictors

Molstad, A. J. & Rothman, A. J., Jan 2 2019, In : Journal of Computational and Graphical Statistics. 28, 1, p. 11-22 12 p.

Research output: Contribution to journalArticle

Penalized Likelihood
Likelihood Methods
Predictors
Estimator
Coordinate Descent
Logistic Regression
Method of multipliers
Estimator
Alternating Direction Method
Penalized Likelihood

Shrinking characteristics of precision matrix estimators

Molstad, A. J. & Rothman, A. J., Jan 1 2018, In : Biometrika. 105, 3, p. 563-674 112 p.

Research output: Contribution to journalArticle

Shrinking
Estimator
Population
Predictive Model
multipliers
2 Citations (Scopus)

Indirect multivariate response linear regression

Molstad, A. J. & Rothman, A. J., Sep 1 2016, In : Biometrika. 103, 3, p. 595-607 13 p.

Research output: Contribution to journalArticle

Multivariate Response
Normal Distribution
Regression Coefficient
shrinkage
Linear regression
1 Citation (Scopus)

Letter to the Editor

Cook, R. D., Forzani, L. & Rothman, A. J., Jan 1 2015, In : American Statistician. 69, 3, p. 253-254 2 p.

Research output: Contribution to journalLetter