On Thu, 30 Aug 2018, J?r?mie Juste wrote:
Hello, I was wondering if there are any plans to allow the estimation of unbalanced panel in spdep or splm. I am not fortunate enough to have balanced spatial data and I think this woud be a valuable input to the community.
Could you please give us more motivation - are the missing observations patterned? Which application area are you considering? What literature are you using with regard to estimating unbalanced panels - is the problem more temporal than spatial? Is this actually about interpolating or imputing the missing values and the carrying through uncertainty? If this was the case, then a Bayesian approach might be desirable, to permit the imputation uncertainty to be carried through?
Is there a way to compute direct and indirect effects when estimating an unbalanced panel spatial durbin model ?
First fit the model! Probably, unless you have a solid micro-model for why global spillover is needed, you should keep the spatial process in the error (local spillover), simplifying the impacts. In any case, avoiding econometric fixed effects may let you use statistical random effects models with (separable) temporal and spatial structure. Roger
Best regards, Jeremie Juste [[alternative HTML version deleted]]
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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 at nhh.no http://orcid.org/0000-0003-2392-6140 https://scholar.google.no/citations?user=AWeghB0AAAAJ&hl=en