Recent preprints

Westling, T., Downes, K. J., and Small, D. Nonparametric maximum likelihood estimation under a likelihood ratio order.

Westling, T., Gilbert, P., and Carone, M. Causal isotonic regression.

Westling, T., van der Laan, M. J., and Carone, M. Correcting an estimator of a multivariate monotone function with isotonic regression.

Peer-reviewed articles

Accepted, in press, or published

Westling, T. and Carone, M. (2019). A unified study of nonparametric inference for monotone functions. Annals of Statistics. Advance online publication.

Westling, T., Juraska, M., Seaton, K., Tomaras, G., Gilbert, P., and Janes, H. (2019). Methods for comparing durability of immune responses between vaccine regimens in early-phase trials. Statistical Methods in Medical Research. Advance online publication. doi:10.1177/0962280218820881

Westling, T. and McCormick, T. H. (2019). Beyond prediction: A framework for inference with variational approximations in mixture models. Journal of Computational Graphical Statistics. Manuscript accepted for publication.

Fosdick, B. K., McCormick, T. H., Murphy, T. B., Ng, T. L., and Westling, T. (2019). Multiresolution network models. Journal of Computational and Graphical Statistics, 28(1):185--196. doi:10.1080/10618600.2018.1505633

Saranya, S., Luedtke, A., Langevin, E., Zhu, M., Bonaparte,  M., Machabert, T., Savarino, S., Zambrano, B., Moureau, A., Khromava, A., Moodie, Z., Westling T., et al. (2018). Effect of Dengue Serostatus on Dengue Vaccine Safety and EfficacyNew England Journal of Medicine, 379(4):327-340.

Submitted or under revision

Westling, T., Downes, K. J., and Small, D. Nonparametric maximum likelihood estimation under a likelihood ratio order. Manuscript submitted for publication.

Westling, T., Gilbert, P., and Carone, M. (2018). Causal isotonic regression. Manuscript submitted for publication.

Westling, T., van der Laan, M. J., and Carone, M. (2018). Correcting an estimator of a multivariate monotone function with isotonic regression. Manuscript submitted for publication.

Ng, T. L., Murphy, T. B., Westling, T., McCormick, T. H., Fosdick, B. K. (2018). Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel. Manuscript submitted for publication.