Robust change point test for general integer-valued time series models based on density power divergence

B Kim, S Lee - Entropy, 2020 - mdpi.com
In this study, we consider the problem of testing for a parameter change in general integer-
valued time series models whose conditional distribution belongs to the one-parameter …

Contingency table analysis and inference via double index measures

C Meselidis, A Karagrigoriou - Entropy, 2022 - mdpi.com
In this work, we focus on a general family of measures of divergence for estimation and
testing with emphasis on conditional independence in cross tabulations. For this purpose, a …

A new toolkit for robust distributional change detection

AL Kißlinger, W Stummer - Applied Stochastic Models in …, 2018 - Wiley Online Library
Divergences (distances), which measure the dissimilarity, respectively, proximity, between
two probability distributions, have turned out to be very useful for several different tasks in …

A precise bare simulation approach to the minimization of some distances. II. Further Foundations

M Broniatowski, W Stummer - arXiv preprint arXiv:2402.08478, 2024 - arxiv.org
The constrained minimization (respectively maximization) of directed distances and of
related generalized entropies is a fundamental task in information theory as well as in the …

Divergences based Bayesian inference with censored data

M Boukeloua - Communications in Statistics-Theory and Methods, 2024 - Taylor & Francis
In this work, we deal with some Bayesian inference problems in the presence of right
censored data. First, we propose a dual ϕ− divergence Bayes type estimators for parametric …

Information and Divergence Measures

A Karagrigoriou, A Makrides - Entropy, 2023 - mdpi.com
Measures of information appear everywhere in probability and statistics. They play a
fundamental role in communication theory. They have a long history dating back to the …

Comments on: Extensions of some classical methods in change point analysis

N Martín, L Pardo - Test, 2014 - Springer
Professor Horváth co-authored in 1997 the book entitled “Limit theorems in changepoint
analysis”. It can be seen as a milestone in the history of this topic that has a history of over …

[HTML][HTML] Limit Distribution of the φ-Divergence Based Change Point Estimator

M Susan, AG Waititu, PN Mwita, C Wamwea - Open Journal of Statistics, 2021 - scirp.org
The assumption of stationarity is too restrictive especially for long time series. This paper
studies the change point problem through a change point estimator based on the φ …