Submitted preprints available by email.

Molstad, A. J., Sun, W., and Hsu, L. (2020+)
A covariance-enhanced approach for multi-tissue joint eQTL mapping with application to transcriptome wide association studies.
[pdf][results]
Submitted.

Price, B. S., Molstad, A. J., and Sherwood, B. (2019+)
Estimating multiple precision matrices with cluster fusion regularization.
Submitted.

Molstad, A. J. (2019+)
Insights and algorithms for the multivariate square-root lasso.
[pdf][software][example]
Submitted.

Sherwood, B., Molstad, A. J., and Singha, S. (2020)
Asymptotic properties of concave L1-norm group penalties.
[pdf][supplementary material]
Statistics and Probability Letters. 157

Molstad, A. J., Weng, G., Doss, C. R., and Rothman, A. J. (2019+)
An explicit mean-covariance parameterization for multivariate response linear regression.
[pdf][software][example]
Submitted.

Molstad, A. J., Hsu, L., and Sun, W. (2019)
Gaussian process regression for survival time prediction with genome-wide gene expression.
[pdf][software][example]
To appear in Biostatistics.

Molstad, A. J. and Rothman, A. J. (2018)
Shrinking characteristics of precision matrix estimators.
[pdf][supplementary material]
Biometrika. 105 (3), 563-574.

Molstad, A. J. and Rothman, A. J. (2019)
A penalized likelihood method for classification with matrix-valued predictors.
[pdf][software][supplementary material]
Journal of Computational and Graphical Statistics. 28 (1), 11-22.

Molstad, A. J. and Rothman, A. J. (2016)
Indirect multivariate response linear regression.
[pdf][supplementary material]
Biometrika. 103 (3), 595-607.