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Adam J Rothman

20082020
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  • 6 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

New methods for multivariate analysis in high dimensions

Rothman, A. J.

National Science Foundation

7/1/15 → 6/30/20

Project: Research project

Multivariate Analysis
Higher Dimensions

Sufficient Dimension Reduction of High-Dimensional Data

Rothman, A. J. & Cook, R. D.

National Science Foundation

7/1/11 → 6/30/15

Project: Research project

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 journal › Article

Penalized Likelihood
Likelihood Methods
Predictors
Estimator
Coordinate Descent
1 Citation (Scopus)

Automatic Response Category Combination in Multinomial Logistic Regression

Price, B. S., Geyer, C. J. & Rothman, A. J., Jan 1 2019, In : Journal of Computational and Graphical Statistics.

Research output: Contribution to journal › Article

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 journal › Article

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 journal › Article

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

Letter to the Editor

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

Research output: Contribution to journal › Letter