An estimation procedure for a spatial-temporal model

Ohmar Z. Landagan; Erniel B. Barrios

doi:10.1016/j.spl.2006.08.006

An estimation procedure for a spatial-temporal model

Ohmar Z. Landagan, Erniel B. Barrios

Research output: Contribution to journal › Article › Research › peer-review

21 Citations (Scopus)

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.

Original language	English
Pages (from-to)	401-406
Number of pages	6
Journal	Statistics and Probability Letters
Volume	77
Issue number	4
DOIs	https://doi.org/10.1016/j.spl.2006.08.006
Publication status	Published - 15 Feb 2007
Externally published	Yes

Keywords

Backfitting algorithm
Cochranne-Orcutt procedure
Mixed models
Spatial-temporal model

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10.1016/j.spl.2006.08.006

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title = "An estimation procedure for a spatial-temporal model",

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.",

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AU - Barrios, Erniel B.

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KW - Backfitting algorithm

KW - Cochranne-Orcutt procedure

KW - Mixed models

KW - Spatial-temporal model

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EP - 406

JO - Statistics and Probability Letters

JF - Statistics and Probability Letters

IS - 4

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An estimation procedure for a spatial-temporal model

Abstract

Keywords

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