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A Random Coefficient Var Transition Model of the Changes in Land Use in the Brazilian Amazon

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  • Andersen, Lykke E.
  • Granger, Clive W.J.
  • Reis, Eustáquio J.

Abstract

This paper shows how a VAR transition model can be estimated from panel data, taking into account that the transition coefficients may not be identical across regions. The method is applied to a model of dynamic land use changes in Brazil's Amazon region. The model is intended to shed light on the deforestation process in the world's largest remaining rain forest.

Suggested Citation

  • Andersen, Lykke E. & Granger, Clive W.J. & Reis, Eustáquio J., 1997. "A Random Coefficient Var Transition Model of the Changes in Land Use in the Brazilian Amazon," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 17(1), May.
    • Handle: RePEc:sbe:breart:v:17:y:1997:i:1:a:2868
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    File URL: https://periodicos.fgv.br/bre/article/view/2868
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    1. Eustáquio J. Reis & Rolando M. Guzmán, 2015. "An Econometric Model of Amazon Deforestation," Discussion Papers 0034, Instituto de Pesquisa Econômica Aplicada - IPEA.
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    Cited by:

    1. Dani Gamerman & Ajax R. B. Moreira, 2015. "Multivariate Spatial Regression Models," Discussion Papers 0116, Instituto de Pesquisa Econômica Aplicada - IPEA.
    2. Claudio Ferraz, 2015. "Explaining Agriculture Expansion and Deforestation: Evidence from the Brazilian Amazon – 1980/98," Discussion Papers 0106, Instituto de Pesquisa Econômica Aplicada - IPEA.
    3. Ferreira, Marcelo D P & Feres, Jose, 2018. "The Role of Climate Risk on Land Allocation in Brazilian Amazon," 2018 Annual Meeting, August 5-7, Washington, D.C. 274436, Agricultural and Applied Economics Association.
    4. Gamerman, Dani & Moreira, Ajax R. B. & Rue, Havard, 2003. "Space-varying regression models: specifications and simulation," Computational Statistics & Data Analysis, Elsevier, vol. 42(3), pages 513-533, March.
    5. Mendonça, Mário Jorge & Loureiro, Paulo R.A. & Sachsida, Adolfo, 2012. "The dynamics of land-use in Brazilian Amazon," Ecological Economics, Elsevier, vol. 84(C), pages 23-36.
    6. Mr. Alessandro Rebucci, 2003. "On the Heterogeneity Bias of Pooled Estimators in Stationary VAR Specifications," IMF Working Papers 2003/073, International Monetary Fund.
    7. Gamerman, Dani & Moreira, Ajax R. B., 2004. "Multivariate spatial regression models," Journal of Multivariate Analysis, Elsevier, vol. 91(2), pages 262-281, November.

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