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.
|Journal||The Philippine Statistician|
|Publication status||Published - 2015|
- Coverage probability
- Spatial-temporal model