Projects
Encompassing flexible mean and quantile regression Hasselt University
Model-based monitoring of recovery and cure for improved mastitis management in dairy cows KU Leuven
With an annual production value of 639 million euros, dairy production is the fourth most important agricultural sector of Flanders. About 18% of all farms have dairy cows, summing up to a total of more than 300 000 animals. The modern dairy sector is characterized by strong specialization and scale enlargement, in which technology plays a prominent role. This technology supports the management on farm, and secures that despite the large herd ...
Development of new semi-parametric mixture models for interval censored data: mathematical properties, performance for finite samples, comparison of different approaches, with applications in antimicrobial resistance Hasselt University
Statistical inference in varying coefficient models with censored data Hasselt University
There's Your Bike! An innovative approach to solve the repositioning problem of city bikes. University of Antwerp
Nonparametric Inference Based on Depth for Multivariate Data KU Leuven
Statistical data depth is a nonparametric tool applicable to multivariate datasets in an attempt to generalize quantiles to complex data such as random vectors, random functions, or distributions on manifolds and graphs. The main idea is, for a general multivariate space M, to assign to a point x from M and a probability distribution P on M a real number D(x;P) characterizing how "centrally located" x is with respect to P. A point maximizing ...