Adaptive efficient estimation for generalized semi-Markov big data models
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Publication:2164796
DOI10.1007/s10463-022-00820-yOpenAlexW4220720556MaRDI QIDQ2164796
Slim Beltaief, Vlad Stefan Barbu, Serguei Pergamenchtchikov
Publication date: 17 August 2022
Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10463-022-00820-y
model selectionasymptotic efficiencyadaptive estimationrobust estimationregression modelsharp oracle inequalitiesfractional Poisson processesnon-asymptotic estimationgeneralized semi-Markov processes
Cites Work
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- Robust model selection for a semimartingale continuous time regression from discrete data
- Semi-Markov chains and hidden semi-Markov models toward applications. Their use in reliability and DNA analysis.
- Fractional Poisson process
- Efficient robust nonparametric estimation in a semimartingale regression model
- Model selection for the robust efficient signal processing observed with small Lévy noise
- Robust adaptive efficient estimation for semi-Markov nonparametric regression models
- The Dantzig selector for a linear model of diffusion processes
- Improved model selection method for a regression function with dependent noise
- Non-Gaussian Ornstein–Uhlenbeck-based Models and Some of Their Uses in Financial Economics
- Fractional Poisson Process: Long-Range Dependence and Applications in Ruin Theory
- On the long-range dependence of fractional Poisson and negative binomial processes
- On Discontinuous Martingales
- The elements of statistical learning. Data mining, inference, and prediction
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