hypothesis-testing

Characterization-based approach for construction of goodness-of-fit test for Lévy distribution

Žikica Lukić and Bojana Milošević / 2023-12-25

The Lévy distribution, together with the Normal and Cauchy distribution, belongs to the class of stable distributions, and it is among the only three distributions for which the density can be derived in a closed form. The density function of the two-parameter Lévy distribution is expressed as…

network-analysis

Asymptotic Statistics in Non-Sparse Networks

Laurent Davezies, Xavier d'Haultfoeuille and Yannick Guyonvarch / 2023-02-26

Exchangeable arrays have been studied since the late 70’s (Aldous (1983), Kallenberg (2005)). Eagleson and Weber (1978) and Silverman (1976) established Strong Law of Large Numbers and Central Limit Theorems for such arrays. Because non-sparse networks and multiway clustering are related to…