Permutation testing for goodness-of-fit and stochastic ordering with multivariate mixed variables
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2020.1836182
Abstract: Permutation tests are highly versatile non-parametric procedures that can be used to address a wide set of statistical problems, without strict assumptions on data distribution. The Non-Parametric Combination (NPC) procedure has been proposed in the… read more here.
Keywords: fit stochastic; goodness fit; multivariate; stochastic ordering ... See more keywords
Systematic assessment of the quality of fit of the stochastic block model for empirical networks.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.105.054311
Abstract: We perform a systematic analysis of the quality of fit of the stochastic block model (SBM) for 275 empirical networks spanning a wide range of domains and orders of size magnitude. We employ posterior predictive… read more here.
Keywords: quality fit; fit stochastic; block model; stochastic block ... See more keywords