Maximum likelihood estimation for discrete exponential families and random graphs
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Publication:5101306
zbMath1496.05175arXiv1911.13143MaRDI QIDQ5101306
Michał Bosy, Krzysztof Bogdan, Tomasz Skalski
Publication date: 30 August 2022
Full work available at URL: https://arxiv.org/abs/1911.13143
Estimation in multivariate analysis (62H12) Random graphs (graph-theoretic aspects) (05C80) Structural characterization of families of graphs (05C75) Probabilistic methods in extremal combinatorics, including polynomial methods (combinatorial Nullstellensatz, etc.) (05D40)
Cites Work
- Maximum likelihood estimation in the \(\beta\)-model
- Maximum likelihood estimation in log-linear models
- Random graphs with a given degree sequence
- Large-sample inference for log-spline models
- Limits of dense graph sequences
- Markov fields and log-linear interaction models for contingency tables
- Detection thresholds for the \(\beta\)-model on sparse graphs
- Estimation of distributions using orthogonal expansions
- On the geometry of discrete exponential families with application to exponential random graph models
- Exponential-family models of random graphs: inference in finite, super and infinite population scenarios
- Three centuries of categorical data analysis: Log-linear models and maximum likelihood estima\-tion
- Approximating faces of marginal polytopes in discrete hierarchical models
- Estimating and understanding exponential random graph models
- Polyhedral conditions for the nonexistence of the MLE for hierarchical log-linear models
- On the expectation of the maximum of IID geometric random variables
- Introduction to Random Graphs
- On the existence of maximum likelihood estimates in logistic regression models
- On some extensions of the FKN theorem
- Graphical Models, Exponential Families, and Variational Inference
- Exponential Models, Maximum Likelihood Estimation, and the Haar Condition
- Testing Uniformity Via Log-Spline Modeling
- On Existence of Maximum Likelihood Estimators in Exponential Families
- Algebraic Statistics
- Random Graphs
- Sufficiency and Exponential Families for Discrete Sample Spaces
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