Spatial-temporal models and computational statistics methods: a survey
By: Barrios, Erniel B [author]
Contributor(s): Santos, Kevin Carl P [author]
Copyright date: 2017Subject(s): Algorithms | Computational statistics In: The Philippine Statistician vol. 66, no. 1: (2017), pages 1-20Abstract: We introduce panel models and identify its link to spatial-temporal models. Both models are characterized and differentiated through the variance-covariance matrix of the disturbance term. The resulting estimates or tests are as complicated as the nature of the said variance-covariance matrix. Some iterative methods typically used in computational statistics are also presented. These methods are used in conducting statistical inference for spatial-temporal models.| Item type | Current location | Home library | Call number | Status | Date due | Barcode | Item holds |
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We introduce panel models and identify its link to spatial-temporal models. Both models are characterized and differentiated through the variance-covariance matrix of the disturbance term. The resulting estimates or tests are as complicated as the nature of the said variance-covariance matrix. Some iterative methods typically used in computational statistics are also presented. These methods are used in conducting statistical inference for spatial-temporal models.
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