33 citations · 59 across the 25 of their papers we have counts for
4 papers · 1 filter
Robust joint modelling of longitudinal and survival data with a time-varying degrees-of-freedom parameter
Lisa McFetridge, Ozgur Asar, Jonas Wallin
Repeated measures of biomarkers have the potential of explaining hazards of survival outcomes. In practice, these measurements are intermittently measured and are known to be subje…
Local scale invariance and robustness of proper scoring rules
David Bolin, Jonas Wallin
Averages of proper scoring rules are often used to rank probabilistic forecasts. In many cases, the individual terms in these averages are based on observations and forecasts from…
Generalized bounds for active subspaces
Mario Teixeira Parente, Jonas Wallin, Barbara Wohlmuth
In this article, we consider scenarios in which traditional estimates for the active subspace method based on probabilistic Poincaré inequalities are not valid due to unbounded Poi…
Nonparametric Shrinkage Estimation in High Dimensional Generalized Linear Models via Polya Trees
Asaf Weinstein, Jonas Wallin, Daniel Yekutieli +1
Regularization in fitting regression models has been a highly active topic of research in the past few decades, but most of the existing methods are designed for particular situati…