932 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- McGill UniversityCA41 papers
- Trottier Space Institute at McGillCA11 papers
- Center for Astrophysics Harvard & SmithsonianUS4 papers
- Harvard UniversityUS4 papers
- University College LondonGB4 papers
- University of PennsylvaniaUS4 papers
- University of TorontoCA4 papers
- Case Western Reserve UniversityUS3 papers
- Heidelberg UniversityDE3 papers
- Herzberg Institute of AstrophysicsCA3 papers
- Jewish General HospitalCA3 papers
- Massachusetts Institute of TechnologyUS3 papers
4 papers · 1 filter
Markov switching zero-inflated space-time multinomial models for comparing multiple infectious diseases
Dirk Douwes-Schultz, Alexandra M. Schmidt, Laís Picinini Freitas +1
Univariate zero-inflated models are increasingly being used to account for excess zeros in spatio-temporal infectious disease counts. However, the multivariate case is challenging…
Conditional forecasting of bus travel time and passenger occupancy with Bayesian Markov regime-switching vector autoregression
Xiaoxu Chen, Zhanhong Cheng, Alexandra M. Schmidt +1
Accurately forecasting bus travel time and passenger occupancy with uncertainty is essential for both travelers and transit agencies/operators. However, existing approaches to fore…
A Comparison between Markov Switching Zero-inflated and Hurdle Models for Spatio-temporal Infectious Disease Counts
Mingchi Xu, Dirk Douwes-Schultz, Alexandra M. Schmidt
In epidemiological studies, zero-inflated and hurdle models are commonly used to handle excess zeros in reported infectious disease cases. However, they can not model the persisten…
BATMAN-an R package for the automated quantification of metabolites from NMR spectra using a Bayesian Model
Jie Hao, William Astle, Maria De Iorio +1
Motivation: NMR spectra are widely used in metabolomics to obtain metabolite profiles in complex biological mixtures. Common methods used to assign and estimate concentrations of m…