Spatial Modelling for Data Scientists
spatialreg: spatial models estimation and testing
Course: Introduction to Geographic Data Science
Hierarchical Spatial Autoregressive Model
Spatial Econometrics web app made with R and Shiny
Bayesian spatial econometric models
Spatio-temporal hotspot analysis of traffic accidents in Saudi Arabia. The analysis is conducted using Python PySAL library on traffic accidents data from the years 2015 to 2018. The results are presented using Plotly library.
Seminar on spatial analysis: 20-21 May 2019, Bilbao, Universidad del País Vasco.
Detection of spatio temporal hotspots of traffic accidents in Saudi Arabia for the years 2015 to 2018. The data is aggregated nonetheless using Hijri calendar years 1437, 1438, 1439. Each Hijri year consists of 12 months and approx. 355 days.
Pre-print of Rey-Blanco, D., Arbués, P., López, F. A., & Páez, A. (2022). Using machine learning to identify spatial market segments. A reproducible study of major Spanish markets. Environment and Planning B: Urban Analytics and City Science. 23998083231166952
Spatial Econometrics models
This repository contains the supplementary materials (code, data and plots) for the paper “SPATIAL MODELLING OF KEY REGIONAL-LEVEL FACTORS OF COVID-19 MORTALITY IN RUSSIA”.
Estimation and inference for boundary regression discontinuity designs using location-based and distance-based methods, with MSE-optimal bandwidth selection, robust bias correction, and uniform confidence bands. Stata implementation.
pysal for migration: a workshop on spatial graphs, spatial interaction models, and spatial econometrics for the northeastern regional science association
Spatial econometric models for urban policy evaluation using Python and GIS
Spatial analysis of poverty risk and socioeconomic inequalities across Italian NUTS 2 regions using R, global and local spatial statistics, and spatial regression models.
Testing for Spatial Structure of Qualitative Data in Cross Section
Spatial analysis of foreign population concentration in metropolitan Japan using OLS, LISA, and MGWR.
Spatial regression analysis of bus stop density and car commuting across Dublin's 5,013 Census Small Areas · Maynooth NCG613
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