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04/04/2023
Random graphical model of microbiome interactions in related environments
The microbiome constitutes a complex microbial ecology of interacting co...
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06/20/2022
Sparse inference of the human hematopoietic system from heterogeneous and partially observed genomic data
Hematopoiesis is the process of blood cell formation, through which prog...
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03/18/2022
Bayesian structural learning of microbiota systems from count metagenomic data
Metagenomics combined with high-resolution sequencing techniques have en...
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07/05/2020
The network structure of cultural distances
This paper proposes a novel measure of cultural distances between countr...
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11/20/2019
Mixtures of multivariate generalized linear models with overlapping clusters
With the advent of ubiquitous monitoring and measurement protocols, stud...
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11/11/2019
Does hospital cooperation increase the quality of healthcare?
Motivated by reasons such as altruism, managers from different hospitals...
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10/28/2019
The conditional censored graphical lasso estimator
In many applied fields, such as genomics, different types of data are co...
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08/21/2018
A computationally efficient correlated mixed Probit for credit risk modelling
Mixed Probit models are widely applied in many fields where prediction o...
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01/24/2018
L1-Penalized Censored Gaussian Graphical Model
Graphical lasso is one of the most used estimators for inferring genetic...
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01/24/2018
Discrete Weibull generalised additive model: an application to count fertility data
Fertility plans, measured by the number of planned children, have been f...
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10/27/2017