Approximating stationary distributions of fast mixing Glauber dynamics, with applications to exponential random graphs
We provide a general bound on the Wasserstein distance between two arbitrary distributions
of sequences of Bernoulli random variables. The bound is in terms of a mixing quantity for …
of sequences of Bernoulli random variables. The bound is in terms of a mixing quantity for …
When does the chaos in the Curie-Weiss model stop to propagate?
We investigate increasing propagation of chaos for the mean-field Ising model of
ferromagnetism (also known as the Curie-Weiss model) with N spins at inverse temperature …
ferromagnetism (also known as the Curie-Weiss model) with N spins at inverse temperature …
A nonuniform local limit theorem for Poisson binomial random variables via Stein's method
G Auld, K Neammanee - Journal of Inequalities and Applications, 2024 - Springer
We prove a nonuniform local limit theorem concerning approximation of the point
probabilities P (S= k), where S=∑ i= 1 n X i, and X 1,…, X n are independent Bernoulli …
probabilities P (S= k), where S=∑ i= 1 n X i, and X 1,…, X n are independent Bernoulli …
A local limit theorem for Poisson binomial random variables.
T Siripraparata, K Neammanee - Science Asia, 2021 - search.ebscohost.com
We investigate the local limit theorem for Poisson binomial random variables S< sub> n≔∑<
sub> i= 1< sup> n X< sub> i, where X< sub> 1, X< sub> 2,..., X< sub> n are independent …
sub> i= 1< sup> n X< sub> i, where X< sub> 1, X< sub> 2,..., X< sub> n are independent …
Local limit theorems and mod-phi convergence
M Dal Borgo, PL Méliot, A Nikeghbali - ALEA: Latin American Journal of …, 2019 - zora.uzh.ch
We prove local limit theorems for mod-ϕ convergent sequences of random variables, ϕ
being a stable distribution. In particular, we give two new proofs of the local limit theorem …
being a stable distribution. In particular, we give two new proofs of the local limit theorem …
Stein's method for conditional central limit theorem
In the seventies, Charles Stein revolutionized the way of proving the central limit theorem by
introducing a method that utilizes a characterization equation for Gaussian distribution. In …
introducing a method that utilizes a characterization equation for Gaussian distribution. In …
Explicit constants in the nonuniform local limit theorem for Poisson binomial random variables
G Auld, K Neammanee - Journal of Inequalities and Applications, 2024 - Springer
In a recent paper the authors proved a nonuniform local limit theorem concerning normal
approximation of the point probabilities P (S= k) when S=∑ i= 1 n X i and X 1, X 2,…, X n are …
approximation of the point probabilities P (S= k) when S=∑ i= 1 n X i and X 1, X 2,…, X n are …
Compound Poisson Approximations in -norm for Sums of Weakly Dependent Vectors
V Čekanavičius, P Vellaisamy - Journal of Theoretical Probability, 2021 - Springer
The distribution of the sum of 1-dependent lattice vectors with supports on coordinate axes is
approximated by a multivariate compound Poisson distribution and by signed compound …
approximated by a multivariate compound Poisson distribution and by signed compound …
Local central limit theorem for multi-group Curie–Weiss models
M Fleermann, W Kirsch, G Toth - Journal of Theoretical Probability, 2022 - Springer
We study a multi-group version of the mean-field Ising model, also called Curie–Weiss
model. It is known that, in the high-temperature regime of this model, a central limit theorem …
model. It is known that, in the high-temperature regime of this model, a central limit theorem …