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missSBM: a case study with war networks3 years ago
Prerequisites | The war network | Generating missing data | Estimation with missing data | Estimation on fully observed network | Taking covariates into account | Military power | Trade data | References
Analysis of a mutualistic multipartite ecological network with GREMLINS3 years ago
The dataset | Formatting the data | Inference | Plots | References
Stochastic Block Models for Multiplex networks3 years ago
Preliminaries | Requirements | Data set | Data manipulation | Fitting a multiplex SBM model where the two layers are assumed to be independent | Fitting a multiplex SBM model where the two layers are assumed to be dependent | References
Multipartite Stochastic Block Models4 years ago
Preliminaries | Requirements | Dataset | Formatting the data | Mathematical Background | Inference | Plots | References
Simple and Bipartite Stochastic Block Models4 years ago
Preliminaries | Requirements | Data set: antagonistic tree/fungus interaction network | Mathematical Background | Analysis of the tree/tree data | Tree-tree binary interaction networks | About model selection and choice of the number of blocks | Analysis of the weighted interaction network | Introduction of covariates | Analysis of the tree/fungi data | References
Stochastic Block Models for Multiplex networks4 years ago
Preliminaries | Requirements | Multiplex network data | Stochastic Block models for multiplex networks | General formulation of the model | Dependent and independent layers conditionally to $Z$ | Bipartite multiplex networks | Inference | Implementation | Data simulation | References
GREMLINS. Quick Mathematical Background6 years ago
Mathematical Background | A collection of networks | A probabilistic latent variables model | Statistical inference | References
Illustration on a simulated multipartite network6 years ago
Simulation of a complex multipartite network. | Inference with model selection | Inference without model selection | Missing data | References