Projects per year

## 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

Multivariate Analysis

Higher Dimensions

## 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