Modified QML estimation of spatial autoregressive models with unknown heteroskedasticity and nonnormality
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DOI: 10.1016/j.regsciurbeco.2015.02.003
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- Shew Fan Liu & Zhenlin Yang, 2014. "Modified QML Estimation of Spatial Autoregressive Models with Unknown Heteroskedasticity and Nonnormality," Working Papers 14-2014, Singapore Management University, School of Economics.
References listed on IDEAS
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Citations
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- Zhenlin Yang, 2018. "Bootstrap LM tests for higher-order spatial effects in spatial linear regression models," Empirical Economics, Springer, vol. 55(1), pages 35-68, August.
- Kyriacou, Maria & Phillips, Peter C.B. & Rossi, Francesca, 2023.
"Continuously Updated Indirect Inference In Heteroskedastic Spatial Models,"
Econometric Theory, Cambridge University Press, vol. 39(1), pages 107-145, February.
- Maria Kyriacou & Peter C.B. Phillips & Francesca Rossi, 2019. "Continuously Updated Indirect Inference in Heteroskedastic Spatial Models," Cowles Foundation Discussion Papers 2208, Cowles Foundation for Research in Economics, Yale University.
- Maria Kyriacou & Peter C.B. Phillips & Francesca Rossi, 2019. "Continuously Updated Indirect Inference in Heteroskedastic Spatial Models," Working Papers 15/2019, University of Verona, Department of Economics.
- Yong Bao & Xiaotian Liu & Lihong Yang, 2020. "Indirect Inference Estimation of Spatial Autoregressions," Econometrics, MDPI, vol. 8(3), pages 1-26, September.
- Baltagi, Badi H. & Pirotte, Alain & Yang, Zhenlin, 2021.
"Diagnostic tests for homoskedasticity in spatial cross-sectional or panel models,"
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- Baltagi, Badi & Pirotte, Alain & Yang, Zhenlin, 2018. "Diagnostic Tests for Homoskedasticity in Spatial Cross-Sectional or Panel Models," Economics and Statistics Working Papers 12-2018, Singapore Management University, School of Economics.
- Badi H. Baltagi & Alain Pirotte & Zhenlin Yang, 2021. "Diagnostic tests for homoskedasticity in spatial cross-sectional or panel models," Post-Print hal-04120461, HAL.
- Baltagi, Badi H. & Pirotte, Alain & Yang, Zhenlin, 2020. "Diagnostic Tests for Homoskedasticity in Spatial Cross-Sectional or Panel Models," IZA Discussion Papers 13803, Institute of Labor Economics (IZA).
- Gupta, Abhimanyu & Kokas, Sotirios & Michaelides, Alexander & Minetti, Raoul, 2023. "Networks and Information in Credit Markets," Working Papers 2023-1, Michigan State University, Department of Economics.
- Shew Fan Liu & Zhenlin Yang, 2015.
"Asymptotic Distribution and Finite Sample Bias Correction of QML Estimators for Spatial Error Dependence Model,"
Econometrics, MDPI, vol. 3(2), pages 1-36, May.
- Shew Fan Liu & Zhenlin Yang, 2014. "Asymptotic Distribution and Finite-Sample Bias Correction of QML Estimators for Spatial Error Dependence Model," Working Papers 15-2014, Singapore Management University, School of Economics.
- Rossi, Francesca & Lieberman, Offer, 2023. "Spatial autoregressions with an extended parameter space and similarity-based weights," Journal of Econometrics, Elsevier, vol. 235(2), pages 1770-1798.
- Bao, Yong, 2024. "Estimating spatial autoregressions under heteroskedasticity without searching for instruments," Regional Science and Urban Economics, Elsevier, vol. 106(C).
- Pesaran, M. Hashem & Yang, Cynthia Fan, 2021.
"Estimation and inference in spatial models with dominant units,"
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- M. Hashem Pesaran & Cynthia Fan Yang, 2019. "Estimation and inference in spatial models with dominant units," CESifo Working Paper Series 7563, CESifo.
- Jin, Fei & Lee, Lung-fei, 2020. "Asymptotically efficient root estimators for spatial autoregressive models with spatial autoregressive disturbances," Economics Letters, Elsevier, vol. 194(C).
- Jin, Fei & Lee, Lung-fei, 2018. "Outer-product-of-gradients tests for spatial autoregressive models," Regional Science and Urban Economics, Elsevier, vol. 72(C), pages 35-57.
- Jakub Olejnik & Alicja Olejnik, 2017. "Improved asymptotic analysis of Gaussian QML estimators in spatial models," Lodz Economics Working Papers 9/2017, University of Lodz, Faculty of Economics and Sociology.
- Bai, Jushan & Li, Kunpeng, 2021. "Dynamic spatial panel data models with common shocks," Journal of Econometrics, Elsevier, vol. 224(1), pages 134-160.
- Nicolas DEBARSY & Cem ERTUR, 2016.
"Interaction matrix selection in spatial econometrics with an application to growth theory,"
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2172, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
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- Federico Martellosio & Grant Hillier, 2019. "Adjusted QMLE for the spatial autoregressive parameter," Papers 1909.08141, arXiv.org.
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"Efficient closed-form estimation of large spatial autoregressions,"
Journal of Econometrics, Elsevier, vol. 232(1), pages 148-167.
- Abhimanyu Gupta, 2020. "Efficient closed-form estimation of large spatial autoregressions," Papers 2008.12395, arXiv.org, revised May 2021.
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- Shi, Wei & Lee, Lung-fei, 2017. "Spatial dynamic panel data models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 197(2), pages 323-347.
- Martellosio, Federico & Hillier, Grant, 2020. "Adjusted QMLE for the spatial autoregressive parameter," Journal of Econometrics, Elsevier, vol. 219(2), pages 488-506.
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More about this item
Keywords
Spatial dependence; Unknown heteroskedasticity; Nonnormality; Modified QML estimator; Robust standard error; SARAR models;All these keywords.
JEL classification:
- C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
- C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
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