Nonparametric bootstrap test in a multivariate spatial-temporal model: a simulation study

Abubakar S. Asaad, Erniel B. Barrios

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The assumptions of constant characteristics across spatial locations and constant characteristics across time points facilitates estimation in a multivariate spatial-temporal model. A test based on the nonparametric bootstrap in proposed to verify these assumptions. The simulation studies confirm that the proposed test procedures are powerful and correctly sized.

Original languageEnglish
JournalThe Philippine Statistician
Issue number2
Publication statusPublished - 2015
Externally publishedYes


  • Coverage probability
  • Robustness
  • Spatial-temporal model

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