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An exponential-squared estimator in the autoregressive model with heavy-tailed errors

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Publication:1747582
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DOI10.4310/SII.2016.v9.n2.a10zbMath1410.62070OpenAlexW2624917722MaRDI QIDQ1747582

Yunlu Jiang

Publication date: 8 May 2018

Published in: Statistics and Its Interface (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.4310/sii.2016.v9.n2.a10


zbMATH Keywords

heavy-tailed distributionexponential squared loss


Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Asymptotic properties of nonparametric inference (62G20) Nonparametric robustness (62G35)


Related Items (5)

Robust variable selection based on the random quantile LASSO ⋮ S-estimator in partially linear regression models ⋮ Robust estimation for the varying coefficient partially nonlinear models ⋮ A robust and efficient estimation method for partially nonlinear models via a new MM algorithm ⋮ Outlier detection and robust variable selection via the penalized weighted LAD-LASSO method




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