[R-sig-Geo] Spatiotemporal autocorrelation in R

[Roger Bivand]

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Roger Bivand


On Sat, 14 Sep 2019, 李俊 wrote:

> Hi, all

> I have also made some search on joint tempospatial correlation of 
> bivariate. Maybe it's possible to calculate spatial autocorrelation of 
> bivariate for each year(just by Geoda), then loop by yearly lag, as Todd 
> said. Some titles of relevant papers as follows:

> 1.CARBayesST version 3.0.1 - spatiotemporal areal unit modeling in R 
> with conditional autoregressive priors

> 2.Analyzing spatio-temporal auttocorrelation with LISTA-Viz

> 3.Controlling for localised spatio-temporal autocorrelation in long-term 
> air pollution and health studies

> 4.Multivariate temporal and spatio-temporal methods

> 5.Spatiotemporal - An R package

> 6.A spatio-temporal model for estimating the long-term effects of air 
> pollution on respiratory hospital admissions in Greater London

> Similarly, we have measured two variables(urban land and population 
> yearly growth in 2010-2017 in Yangtze River Delta) and want to study 
> their joint tempospatial correlation, i.e.We just want to check if there 
> is significant tempospatial correlation between urban land and 
> population growth. If there is, where is main cluster located and what's 
> lag order of time and space where this cluster happened? Hope for your 
> direction.

> Tks for Jay Lee's supply of above references.
>
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>
>
> Jun Li
> Business School of AHUT, China
>
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-- 
Roger Bivand
Department of Economics, Norwegian School of Economics,
Helleveien 30, N-5045 Bergen, Norway.
voice: +47 55 95 93 55; e-mail: Roger.Bivand using nhh.no
https://orcid.org/0000-0003-2392-6140
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