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Difference-in-Differences Techniques for Spatial Data : Local Autocorrelation and Spatial Interaction

Delgado, Michael S. - 2015

We consider treatment effect estimation via a difference-in-difference approach for data with local spatial interaction such that the outcome of observed units depends on their own treatment as well as on the treatment status of proximate neighbors. We show that under standard assumptions...

Persistent link: https://www.econbiz.de/10013018481

Parameter estimation in spatial econometric models with non-random missing data

Seya, Hajime; Tomari, Masashi; Uno, Shohei - In: Applied economics letters 28 (2021) 6, pp. 440-446

Persistent link: https://www.econbiz.de/10012485047

Modelling and diagnostics of spatially autocorrelated counts

Jung, Robert; Glaser, Stephanie - In: Econometrics : open access journal 10 (2022) 3, pp. 1-17

This paper proposes a new spatial lag regression model which addresses global spatial autocorrelation arising from …

Persistent link: https://www.econbiz.de/10013459466

Misspecification in linear spatial regression models

Florax, Raymond J. G. M.; Nijkamp, Peter - 2003

spatial interactions, spatial externalities and networking effects among actors, evoked the area of spatial econometrics …. Spatial econometrics focuses on the specification and estimation of regression models explicitly incorporating such spatial …, referring to both heterogeneity and interdependence of phenomena occurring in two-dimensional space. Spatial autocorrelation or …

Persistent link: https://www.econbiz.de/10011334352

Consistency without compactness of the parameter space in spatial econometrics

Liu, Tuo; Xu, Xingbai; Lee, Lung-fei - In: Economics letters 210 (2022), pp. 1-4

Persistent link: https://www.econbiz.de/10013171162

Testing impact measures in spatial autoregressive models

Arbia, Giuseppe; Bera, Anil K.; Doğan, Osman; … - In: International regional science review : IRSR ; an … 43 (2020) 1/2, pp. 40-75

Persistent link: https://www.econbiz.de/10012183877

Continuously updated indirect inference in heteroskedastic spatial models

Kyriacou, Maria; Phillips, Peter C. B.; Rossi, Francesca - 2019

Persistent link: https://www.econbiz.de/10012131981

Indirect inference in spatial autoregression

Kyriacou, Maria; Phillips, Peter C. B.; Rossi, Francesca - In: The econometrics journal 20 (2017) 2, pp. 168-189

Persistent link: https://www.econbiz.de/10011757378

Difference-in-differences techniques for spatial data : local autocorrelation and spatial interaction

Delgado, Michael S.; Florax, Raymond J. G. M. - In: Economics letters 137 (2015), pp. 123-126

Persistent link: https://www.econbiz.de/10011436285

Indirect inference estimation of spatial autoregressions

Bao, Yong; Liu, Xiaotian; Yang, Lihong - In: Econometrics : open access journal 8 (2020) 3/34, pp. 1-26

The ordinary least squares (OLS) estimator for spatial autoregressions may be consistent as pointed out by Lee (2002), provided that each spatial unit is influenced aggregately by a significant portion of the total units. This paper presents a unified asymptotic distribution result of the...

Persistent link: https://www.econbiz.de/10012295878