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Original Articles

Outlier Detection in Time Series Models Using Local Influence Method

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Pages 2202-2220 | Received 23 Sep 2010, Accepted 18 Jan 2011, Published online: 08 May 2012

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Yonghui Liu, Jing Wang, Dawei Shi, Víctor Leiva & Shuangzhe Liu. (2023) A score test for detecting extreme values in a vector autoregressive model. Journal of Statistical Computation and Simulation 93:15, pages 2751-2779.
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Xiaowen Dai, Libin Jin, Maozai Tian & Lei Shi. (2017) Bayesian Local Influence for Spatial Autoregressive Models with Heteroscedasticity. Statistical Papers 60:5, pages 1423-1446.
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Hongjie Wan, Xin Ma & Xuebin Li. (2018) Variational Bayesian learning for removal of sparse impulsive noise from speech signals. Digital Signal Processing 73, pages 106-116.
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Yonghui Liu, Ruochen Sang & Shuangzhe Liu. (2017) Diagnostic analysis for a vector autoregressive model under Student ′ s t -distributions . Statistica Neerlandica 71:2, pages 86-114.
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Xiaowen Dai, Libin Jin, Anqi Shi & Lei Shi. (2016) Outlier detection and accommodation in general spatial models. Statistical Methods & Applications 25:3, pages 453-475.
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Xiaowen Dai, Libin Jin, Lei Shi, Cuiping Yang & Shuangzhe Liu. (2015) Local influence analysis in general spatial models. AStA Advances in Statistical Analysis 100:3, pages 313-331.
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Fukang Zhu, Shuangzhe Liu & Lei Shi. (2016) Local influence analysis for Poisson autoregression with an application to stock transaction data. Statistica Neerlandica 70:1, pages 4-25.
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Fukang Zhu, Lei Shi & Shuangzhe Liu. (2014) Influence diagnostics in log-linear integer-valued GARCH models. AStA Advances in Statistical Analysis 99:3, pages 311-335.
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