stcos

Space-Time Change of Support

Andrew M. Raim, Scott H. Holan, Jonathan R. Bradley, Christopher K. Wikle

Last update: 21 August 2023

Copyright license: MIT license, File License

Software version identifier: 0.3.0, 0.1.0, 0.2.0, 0.2.1, 0.3.1

Source code repository: https://github.com/cran/stcos

Description

Spatio-temporal change of support (STCOS) methods are designed for statistical inferenceon geographic and time domains which differ from those on which the data were observed. Inparticular, a parsimonious class of STCOS models supporting Gaussian outcomes was introducedby Bradley, Wikle, and Holan <doi:10.1002/sta4.94>. The 'stcos' package contains tools whichfacilitate use of STCOS models.

Cites work

Spatio-temporal change of support with application to American Community Survey multi-year period estimates

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