HAC estimation in a spatial framework

  title={HAC estimation in a spatial framework},
  author={Harry H. Kelejian and Ingmar R. Prucha},
We suggest a non-parametric heteroscedasticity and autocorrelation consistent (HAC) estimator of the variance–covariance (VC) matrix for a vector of sample moments within a spatial context. We demonstrate consistency under a set of assumptions that should be satisfied by a wide class of spatial models. We allow for more than one measure of distance, each of which may be measured with error. Monte Carlo results suggest that our estimator is reasonable in finite samples. We then consider a… CONTINUE READING
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GMM estimation with cross sectional dependence

  • T. Chicago. Conley
  • Journal of Econometrics
  • 1999
Highly Influential
7 Excerpts

A generalized spatial two - stage least squares procedure for estimating a spatial autoregressive model with autoregressive disturbances

  • H. H. Kelejian, I. R. Prucha
  • Journal of Real Estate Finance and Economics
  • 1998
Highly Influential
8 Excerpts

Estimation of spatial regression models with autoregressive errors

  • H. H. 12–21. Kelejian, I. R. Prucha
  • 1997
Highly Influential
10 Excerpts

R&D spillovers and the geography of innovation and production

  • D. 110–131. Audretsch, M. Feldmann
  • American Economic Review
  • 1996
Highly Influential
4 Excerpts

Spatial price competition: a semiparametric approach

  • J. Pinkse, M. E. Slade, C. Brett
  • Journal of Econometrics
  • 2002
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A taxonomy of spatial econometric models for simultaneous equation systems

  • J. ReyS., G. BoarnetM.
  • Advances in Spatial Econometrics
  • 2004

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