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文章基本信息

  • 标题:Improved Lagrange Multiplier Tests in Spatial Autoregressions
  • 作者:Peter M Robinson ; Francesca Rossi
  • 期刊名称:Econometrics Publications
  • 印刷版ISSN:0969-4366
  • 出版年度:2013
  • 出版社:Suntory Toyota International Centre for Economics and Related Disciplines
  • 摘要:For testing lack of correlation against spatial autoregressive alternatives, Lagrange multiplier tests enjoy their usual computational advantages, but the (x squared) first-order asymptotic approximation to critical values can be poor in small samples. We develop refined tests for lack of spatial error correlation in regressions, based on Edgeworth expansion. In Monte Carlo simulations these tests, and bootstrap ones, generally significantly outperform x squared-based tests.
  • 关键词:spatial autocorrelation ; lagrange multiplier test ; edgeworth expansion ; bootstrap ; finite-sample corrections.
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