Tobler is a web app that offers a intuitive step-by-step process for estimation of spatial econometric models, including a basic spatial visualization, creating of spatial weighting matrix and spatial correlation tests. Currently, it is possible to estimate several cross-section and panel models, with different estimators. Estimates of impacts are provided, when applicable.
This app was entirely created with R using the shiny
library. Spatial data is handled by the RGDAL
, cleangeo
and leaflet
libraries. Spatial dependence tests and spatial models are provided by the spdep
, spatialreg
, sphet
and splm
library.
The name is a tribute to the geographer Waldo R. Tobler and his First Law of Geography: "Everything is related to everything else, but near things are more related than distant things."
This is a prototype. All results must be checked and validated by the users.
Developers: Raphael Saldanha (Fiocruz); Eduardo Almeida (UFJF).