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An estimation procedure for a spatial-temporal model

Author

Listed:
  • Landagan, Ohmar Z.
  • Barrios, Erniel B.

Abstract

A spatial-temporal model is postulated, possibly allowing for spatial units of irregular shapes. An estimation procedure that imbeds the Cochranne-Orcutt procedure into the backfitting algorithm is proposed. Using agricultural data, the method yields superior forecast to some common approaches.

Suggested Citation

  • Landagan, Ohmar Z. & Barrios, Erniel B., 2007. "An estimation procedure for a spatial-temporal model," Statistics & Probability Letters, Elsevier, vol. 77(4), pages 401-406, February.
    • Handle: RePEc:eee:stapro:v:77:y:2007:i:4:p:401-406
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    Cited by:

    1. Lavado, Rouselle F. & Barrios, Erniel B., 2010. "Spatial Stochastic Frontier Models," Discussion Papers DP 2010-08, Philippine Institute for Development Studies.
    2. Hamdy F. F. Mahmoud & Inyoung Kim, 2023. "Semiparametric Integrated and Additive Spatio-Temporal Single-Index Models," Mathematics, MDPI, vol. 11(22), pages 1-15, November.

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