No photo of Adam J Rothman
Contact Expert

View Scopus Profile

Adam J Rothman

20082020
If you made any changes in Pure, your changes will be visible here soon.

Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

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

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. J., Jan 1 2015, In : American Statistician. 69, 3, p. 253-254 2 p.

Research output: Contribution to journal › Letter