72 citations
- Université de PoitiersFR65 papers
- Centre National de la Recherche ScientifiqueFR32 papers
- Laboratoire de Mathématiques Blaise PascalFR21 papers
- Laboratoire de Mathématiques et de leurs ApplicationsFR11 papers
- Institut PprimeFR8 papers
- Laboratoire de Mécanique et d’AcoustiqueFR6 papers
- Institut de Mathématiques de ToulouseFR4 papers
- École PolytechniqueFR3 papers
- Imperial College LondonGB3 papers
- Institut Montpelliérain Alexander GrothendieckFR3 papers
- Leibniz University HannoverDE3 papers
- Centre de Mathématiques Laurent SchwartzFR2 papers
5 papers · 1 filter
Change point detection in low-rank VAR processes
Farida Enikeeva, Olga Klopp, Mathilde Rousselot
Vector autoregressive (VAR) models are widely used in multivariate time series analysis for describing the short-time dynamics of the data. The reduced-rank VAR models are of parti…
Change-Point Detection in Dynamic Networks with Missing Links
Farida Enikeeva, Olga Klopp
Structural changes occur in dynamic networks quite frequently and its detection is an important question in many situations such as fraud detection or cybersecurity. Real-life netw…
Open-end nonparametric sequential change-point detection based on the retrospective CUSUM statistic
Mark Holmes, Ivan Kojadinovic
The aim of online monitoring is to issue an alarm as soon as there is significant evidence in the collected observations to suggest that the underlying data generating mechanism ha…
Dependent multiplier bootstraps for non-degenerate -statistics under mixing conditions with applications
Axel Bücher, Ivan Kojadinovic
The asymptotic validity of a resampling method for two sequential processes constructed from non-degenerate -statistics is established under mixing conditions. The resampling sc…
An improved method for model selection based on Information Criteria
Guilhem Coq, Olivier Alata, Marc Arnaudon +1
Information criteria are an appropriate and widely used tool for solving model selection problems. However, different ways to use them exist, each leading to a more or less precise…