Non-asymptotic model selection for models of network data with parameter vectors of increasing dimension. (English) Zbl 07901367
MSC:
62-XX
Found 48 Documents (Results 1–48)
Markov bases: a 25 year update. (English) Zbl 07877190
MSC:
62-XX
Signal detection in degree corrected ERGMs. (English) Zbl 07874399
MSC:
94A12
Edge differentially private estimation in the \(\beta\)-model via jittering and method of moments. (English) Zbl 1539.62065
Longitudinal network models and permutation-uniform Markov chains. (English) Zbl 07748383
MSC:
62-XX
Asymptotic theory in network models with covariates and a growing number of node parameters. (English) Zbl 07730149
MSC:
62-XX
A network Poisson model for weighted directed networks with covariates. (English) Zbl 07711316
MSC:
62-XX
Statistics of the two star ERGM. (English) Zbl 07634383
Sandwiching dense random regular graphs between binomial random graphs. (English) Zbl 1505.05115
Probab. Theory Relat. Fields 184, No. 1-2, 115-158 (2022); correction ibid. 187, No. 1-2, 517 (2023).
Reviewer: Nikolaos Fountoulakis (Birmingham)
A semiparametric Bayesian approach to epidemics, with application to the spread of the coronavirus MERS in South Korea in 2015. (English) Zbl 07590594
Maximum likelihood estimation for discrete exponential families and random graphs. (English) Zbl 1496.05175
Asymptotic in the ordered networks with a noisy degree sequence. (English) Zbl 1495.91095
MSC:
91D30
A note on undirected random graph models parameterized by the strengths of vertices. (English) Zbl 07532203
An algebraic Monte-Carlo algorithm for the partition adjacency matrix realization problem. (English) Zbl 1479.05350
Asymptotic distribution in directed finite weighted random graphs with an increasing bi-degree sequence. (English) Zbl 1499.62083
Asymptotics in the \(\beta\)-model for networks with a differentially private degree sequence. (English) Zbl 07528958
MSC:
62-XX
Exponential-family models of random graphs: inference in finite, super and infinite population scenarios. (English) Zbl 07307194
MSC:
62-XX
Bivariate gamma model. (English) Zbl 1450.62061
Reviewer: Denis Sidorov (Irkutsk)
Concentration and consistency results for canonical and curved exponential-family models of random graphs. (English) Zbl 1439.05206
Consistent structure estimation of exponential-family random graph models with block structure. (English) Zbl 1466.62348
A dynamic network model with persistent links and node-specific latent variables, with an application to the interbank market. (English) Zbl 1430.90176
Asymptotic distribution in affiliation finite discrete weighted networks with an increasing degree sequence. (English) Zbl 1508.62070
Complex martingales and asymptotic enumeration. (English) Zbl 1396.05010
Reviewer: Ioan Tomescu (Bucureşti)
Asymptotic distributions in affiliation networks with an increasing sequence. (English) Zbl 1388.62028
A survey of discrete methods in (algebraic) statistics for networks. (English) Zbl 1360.05156
Harrington, Heather A. (ed.) et al., Algebraic and geometric methods in discrete mathematics. AMS special session on algebraic and geometric methods in applied discrete mathematics, San Antonio, TX, USA, January 11, 2015. Proceedings. Providence, RI: American Mathematical Society (AMS) (ISBN 978-1-4704-2321-6/pbk; 978-1-4704-3743-5/ebook). Contemporary Mathematics 685, 251-277 (2017).
Inference using noisy degrees: differentially private \(\beta\)-model and synthetic graphs. (English) Zbl 1331.62114
Asymptotics in directed exponential random graph models with an increasing bi-degree sequence. (English) Zbl 1331.62110
Estimating parameters of a probabilistic heterogeneous block model via the EM algorithm. (English) Zbl 1403.62094
On the question of effective sample size in network modeling: an asymptotic inquiry. (English) Zbl 1332.62036
MSC:
62D05
Asymptotic normality in the maximum entropy models on graphs with an increasing number of parameters. (English) Zbl 1304.62038
Toric algebra of hypergraphs. (English) Zbl 1284.05130
Maximum likelihood estimation in the \(\beta\)-model. (Maximum lilkelihood estimation in the \(\beta\)-model.) (English) Zbl 1292.62052
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