Location
LGRT 1338

Education

PhD, Statistics, University of Washington

BS, Mathematics, Stanford University

RESEARCH INTERESTS

Nonparametric statistics, causal inference, shape-constrained inference, survival analysis.

Selected Publications

  • Westling, T., Luedtke, A., Gilbert, P., and Carone, M. (2023). Inference for treatment-specific survival curves using machine learning. Journal of the American Statistical Association, to appear. doi:10.1080/01621459.2023.2205060
  • Westling, T. Nonparametric tests of the causal null with non-discrete exposures. Journal of the American Statistical Association, 117(539):1551-1562, doi:10.1080/01621459.2020.1865168
  • Westling, T., Gilbert, P., and Carone, M. (2020). Causal isotonic regression. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 82(3):719—747. doi:10.1111/rssb.12372
  • Westling, T. and Carone, M. (2020). A unified study of nonparametric inference for monotone functions. Annals of Statistics, 48(2):1001—1024. doi:10.1214/19-AOS1835
  • Westling, T., van der Laan, M. J., and Carone, M. (2020). Correcting an estimator of a multivariate monotone function with isotonic regression. Electronic Journal of Statistics, 14(2):3032–3069. doi:10.1214/20-EJS1740