Optimal index estimation of heavy-tailed distributions
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Publication:4987194
DOI10.1080/07474946.2021.1847969zbMath1464.62364OpenAlexW3139353837MaRDI QIDQ4987194
Dimitris N. Politis, Vjatscheslav Vasiliev, Sergey E. Vorobeychikov
Publication date: 29 April 2021
Published in: Sequential Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/07474946.2021.1847969
heavy tailsoptimal convergence rateCauchy distributionPareto-type distributionslog-gamma distributionoptimal parameter estimation
Statistics of extreme values; tail inference (62G32) Large deviations (60F10) Sequential estimation (62L12)
Cites Work
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- Model-free prediction and regression. A transformation-based approach to inference
- Truncated estimation of ratio statistics with application to heavy tail distributions
- A truncated estimation method with guaranteed accuracy
- Non-Parametric Sequential Estimation of a Regression Function Based on Dependent Observations
- Sequential estimation of the autoregressive parameter in a first order autoregressive process
- Estimators with prescribed Precision in Stochastic regression models
- Editor's Special Invited Paper: Sequential Estimation for Time Series Models
- On Optimal Adaptive Prediction of Multivariate Autoregression
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