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Original Articles

Local influence: a new approach

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Pages 1595-1611 | Received 01 Jan 1993, Published online: 27 Jun 2007

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Thirunanthini Manoharan, Jayanthi Arasan, Habshah Midi & Mohd Bakri Adam. (2020) Influential measures on log-normal model for left-truncated and case-k interval censored data with time-dependent covariate. Communications in Statistics - Simulation and Computation 49:6, pages 1445-1466.
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Víctor Leiva, Shuangzhe Liu, Lei Shi & Francisco José A. Cysneiros. (2016) Diagnostics in elliptical regression models with stochastic restrictions applied to econometrics. Journal of Applied Statistics 43:4, pages 627-642.
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Yonghui Liu, Guocheng Ji & Shuangzhe Liu. (2015) Influence diagnostics in a vector autoregressive model. Journal of Statistical Computation and Simulation 85:13, pages 2632-2655.
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Lei Shi, Md. Mostafizur Rahman, Wen Gan & Jianhua Zhao. (2015) Stepwise local influence in generalized autoregressive conditional heteroskedasticity models. Journal of Applied Statistics 42:2, pages 428-444.
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M. Amanullah, G. R. Pasha & M. Aslam. (2014) Influence in the Elliptical Modified Ridge Regression. Communications in Statistics - Theory and Methods 43:21, pages 4650-4667.
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Lian Yang & Hu Yang. (2014) Local Influence Analysis for The Ridge Regression Under Stochastic Linear Restrictions. Communications in Statistics - Theory and Methods 43:17, pages 3580-3595.
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M.A. Ullah, G.R. Pasha & M. Aslam. (2013) Local Influence Diagnostics in the Modified Ridge Regression. Communications in Statistics - Theory and Methods 42:10, pages 1851-1869.
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Mauricio Zevallos & Luiz K. Hotta. (2012) Influential observations in GARCH models. Journal of Statistical Computation and Simulation 82:11, pages 1571-1589.
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E. Bahrami Samani, Y. Amirian & M. Ganjali. (2012) Likelihood estimation for longitudinal zero-inflated power series regression models. Journal of Applied Statistics 39:9, pages 1965-1974.
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Miguel Angel Uribe-Opazo, Joelmir André Borssoi & Manuel Galea. (2012) Influence diagnostics in Gaussian spatial linear models. Journal of Applied Statistics 39:3, pages 615-630.
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FilidorV. Labra, Reiko Aoki & Francisco Rojas. (2007) An Application of the Local Influence Diagnostics to Ridge Regression Under Elliptical Model. Communications in Statistics - Theory and Methods 36:4, pages 767-779.
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Xibin Zhang & Maxwell L King. (2005) Influence Diagnostics in Generalized Autoregressive Conditional Heteroscedasticity Processes. Journal of Business & Economic Statistics 23:1, pages 118-129.
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Carolina F. Svetliza & Gilberto A. Paula. (2003) Diagnostics in Nonlinear Negative Binomial Models. Communications in Statistics - Theory and Methods 32:6, pages 1227-1250.
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Wing-Kam Fung, Xu-Ping Zhong & Bo-Cheng Wei. (2003) On Estimation and Influence Diagnostics in Linear Mixed Measurement Error Models. American Journal of Mathematical and Management Sciences 23:1-2, pages 37-59.
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M. Mercedes Suárez Rancel & Miguel A. González Sierra. (2001) REGRESSION DIAGNOSTIC USING LOCAL INFLUENCE: A REVIEW. Communications in Statistics - Theory and Methods 30:5, pages 799-813.
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G. C. Brown & A .J. Lawrance. (2000) Theory and illustration of regression influence diagnostics. Communications in Statistics - Theory and Methods 29:9-10, pages 2079-2107.
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P.J. Farrell & N.G. Cadigan. (2000) Local influence in binary regression models, and its correspondence with global influence. Communications in Statistics - Theory and Methods 29:2, pages 349-368.
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Nedret Billor. (1999) An application of the local influence approach to ridge regression. Journal of Applied Statistics 26:2, pages 177-183.
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M. Mercedes Suárez Rancel & Miguel A. Gonzalez Sierra.. (1999) Measures and procedures for the identification of locally influential observations in linear regression. Communications in Statistics - Theory and Methods 28:2, pages 343-366.
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Gary C. Brown. (1997) Local influence regression diagnostics for gamma data. Communications in Statistics - Theory and Methods 26:12, pages 3051-3067.
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Articles from other publishers (23)

Zhonghao Su, Fukang Zhu & Shuangzhe Liu. (2024) Local influence analysis in the softplus INGARCH model. TEST.
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Alireza Rezaee, Mojtaba Ganjali & Ehsan Bahrami Samani. (2022) Sample selection bias with multiple dependent selection rules: an application to survey data analysis with multilevel nonresponse. Swiss Journal of Economics and Statistics 158:1.
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维琦 田. (2021) Local Influence Analysis for the Liu Regression under Stochastic Linear Restrictions. Advances in Applied Mathematics 10:11, pages 3783-3795.
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Francisco J. A. Cysneiros, Víctor Leiva, Shuangzhe Liu, Carolina Marchant & Paulo Scalco. (2019) A Cobb–Douglas type model with stochastic restrictions: formulation, local influence diagnostics and data analytics in economics. Quality & Quantity 53:4, pages 1693-1719.
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Fabiana Garcia-Papani, Víctor Leiva, Miguel A. Uribe-Opazo & Robert G. Aykroyd. (2018) Birnbaum-Saunders spatial regression models: Diagnostics and application to chemical data. Chemometrics and Intelligent Laboratory Systems 177, pages 114-128.
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Dietrich von RosenDietrich von Rosen. 2018. Bilinear Regression Analysis. Bilinear Regression Analysis 363 421 .
Yonghui Liu, Ruochen Sang & Shuangzhe Liu. (2016) Diagnostic analysis for a vector autoregressive model under Student ′ s t ‐distributions . Statistica Neerlandica 71:2, pages 86-114.
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Shuangzhe Liu, Víctor Leiva, Tiefeng Ma & Alan Welsh. (2015) Influence diagnostic analysis in the possibly heteroskedastic linear model with exact restrictions. Statistical Methods & Applications 25:2, pages 227-249.
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Fukang Zhu, Shuangzhe Liu & Lei Shi. (2015) 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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Mauricio Zevallos & Luiz Koodi Hotta. (2015) Slope influence diagnostics in conditional heteroscedastic time series models. Brazilian Journal of Probability and Statistics 29:1.
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Mauricio Zevallos, Bruno Santos & Luiz K. Hotta. (2012) A note on influence diagnostics in AR(1) time series models. Journal of Statistical Planning and Inference 142:11, pages 2999-3007.
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Jonathan Dark, Xibin Zhang & Nan Qu. (2010) Influence diagnostics for multivariate GARCH processes. Journal of Time Series Analysis 31:4, pages 278-291.
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Shein-Chung ChowNicola Sartori. 2010. Encyclopedia of Biopharmaceutical Statistics. Encyclopedia of Biopharmaceutical Statistics 722 724 .
V. Grunert da. Fonseca & N. R. J. Fieller. (2005) Distortion in statistical inference: the distinction between data contamination and model deviation. Metrika 63:2, pages 169-190.
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Nicola Sartori, Karl Thomaseth & Alberto Salvan. (2004) Local influence analysis when interfacing toxicokinetic and proportional hazard models. Statistics in Medicine 23:15, pages 2399-2412.
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J.M. Muñoz-Pichardo, A. Enguix-González, J. Muñoz-Garcı́a & A. Pascual-Acosta. (2004) The Frèchet's metric as a measure of influence in multivariate linear models with random errors elliptically distributed. Computational Statistics & Data Analysis 46:3, pages 469-491.
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Shuangzhe Liu. (2016) On diagnostics in conditionally heteroskedastic time series models under elliptical distributions. Journal of Applied Probability 41:A, pages 393-405.
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Shuangzhe Liu. (2016) On diagnostics in conditionally heteroskedastic time series models under elliptical distributions. Journal of Applied Probability 41:A, pages 393-405.
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N. G. Cadigan & P. J. Farrell. (2002) Generalized Local Influence with Applications to Fish Stock Cohort Analysis. Journal of the Royal Statistical Society Series C: Applied Statistics 51:4, pages 469-483.
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Hong Gu & Wing K. Fung. (2001) Influence Diagnostics in Common Principal Components Analysis. Journal of Multivariate Analysis 79:2, pages 275-294.
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M. Mercedes Suárez-Rancel & Miguel A. González-Sierra. (2000) Local and deletion diagnostic. Test 9:2, pages 345-352.
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C. W. Kwan & W. K. Fung. (1998) Assessing local influence for specific restricted likelihood: Application to factor analysis. Psychometrika 63:1, pages 35-46.
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