88 citations · 634 across the 55 of their papers we have counts for
57 papers
Bayesian Federated Inference for estimating Statistical Models based on Non-shared Multicenter Data sets
Marianne A. Jonker, Hassan Pazira, Anthony CC Coolen
Identifying predictive factors for an outcome of interest via a multivariable analysis is often difficult when the data set is small. Combining data from different medical centers…
Retarded kernels for longitudinal survival analysis and dynamic prediction
Annabel L. Davies, Anthony C. C. Coolen, Tobias Galla
Predicting patient survival probabilities based on observed covariates is an important assessment in clinical practice. These patient-specific covariates are often measured over mu…
Exact results on high-dimensional linear regression via statistical physics
Alexander Mozeika, Mansoor Sheikh, Fabian Aguirre-Lopez +2
It is clear that conventional statistical inference protocols need to be revised to deal correctly with the high-dimensional data that are now common. Most recent studies aimed at…
Transitions in loopy random graphs with fixed degrees and arbitrary degree distributions
Fabian Aguirre Lopez, Anthony CC Coolen
We analyze maximum entropy random graph ensembles with constrained degrees, drawn from arbitrary degree distributions, and a tuneable number of 3-loops (triangles). We find that su…
Roles of repertoire diversity in robustness of humoral immune response
Alexander Mozeika, Franca Fraternali, Deborah Dunn-Walters +1
The adaptive immune system relies on diversity of its repertoire of receptors to protect the organism from a great variety of pathogens. Since the initial repertoire is the result…
Imaginary replica analysis of loopy regular random graphs
Fabian Aguirre Lopez, Anthony CC Coolen
We present an analytical approach for describing spectrally constrained maximum entropy ensembles of finitely connected regular loopy graphs, valid in the regime of weak loop-loop…