Datasets:

• Gunawan, A. and Mendez, C. (2020). Provincial income, convergence clubs and structural change in Indonesia 2001-2017: An interactive and automated exploration in R. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/data-indonesia-34-provinces-clubs-2001-2017

• Mendez, C., Siew, S., Chan, R., and Tang, D. (2020). Productivity differences in the ASEAN community: An interactive and automated exploration in R. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/data-productivity-asean-1972-2017

• Mendez, C. (2020). Regional inequality across countries 1992-2012: An interactive and automated exploration in R. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/data-regional-lights-gdp-inequality-1992-2012

• Aginta, H.and Mendez, C. (2020). Provincial GDP and unemployment in Indonesia 1986-2018: An animated, automated, and interactive exploration in R. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/okun-indonesia-provinces-1986-2018

• Mendez, C. (2019). Overall efficiency, pure technical efficiency, and scale efficiency across provinces in Indonesia 1990 and 2010. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/efficiency-clusters-indonesia-1990-2010

Interactive Data Explorations:

• Is Indonesia suffering from premature deindustrialization? If so, what are the regional dynamics of this process?

• How large are the productivity differences across countries in the ASEAN community? Are there signs of convergence? What is the relationship among different measures of productivity?

• How large are the income differences across subnational regions of the world? What is the relationship between regional inequality and regional income per-capita?

• Using cross-sectional data, what is the relationship between life expectancy and GDP per capita? How does it differ across continents? Why?

• Using panel data, what is the relationship between life expectancy and GDP per capita? How does it differ across continents? Can you find something unintuitive in the Americas? Why?

• What is the relationship between GDP per capita and CO2 emissions per capita? How does it differ across regions? Can you find something unintuitive in South Asia? Why?

Tutorials:

Spatial Analysis

• Mendez C. (2021). Measuring the evolution of spatial dependence and spatial inequality: A tutorial using Python. Available at https://deepnote.com/@carlos-mendez

• Mendez C. (2021). Introduction to exploratory space-time data analysis (ESTDA) using Python. Available at https://deepnote.com/@carlos-mendez

• Mendez C. (2021). Basic spatial econometrics using Python. Available at https://deepnote.com/@carlos-mendez

• Mendez C. (2020). Making maps in R: Using the sf and tmap Packages. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/tutorial-maps-in-r

• Mendez C. (2020). Spatial autocorrelation analysis in R. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/spatial-autocorrelation

• Santos-Marquez F. (2020) Local Moran’s I and multiple spatial scales in R. R Studio/RPubs. Available at https://rpubs.com/FelipeSantos/LISA_tmap_geoda

• Mendez C. (2020). Spatial regression analysis in R. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/tutorial-spatial-regression

• Mendez C. (2020). Geographically weighted regression models: A tutorial using the spgwr package in R. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/tutorial-gwr1

Convergence Analysis

• Mendez C. (2021). The augmented Solow model: A tutorial using R and Stata. Available at https://deepnote.com/@carlos-mendez

• Mendez C.(2020). Club convergence analysis in Stata. Available at https://github.com/quarcs-lab/mendez2020-convergence-clubs-code-data

• Mendez C. (2020). Classical sigma and beta convergence analysis in R: Using the REAT 2.1 Package. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/classical-convergence-reat21

• Mendez C. (2020). Univariate distribution dynamics in R: Using the ggridges package. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/univariate-distribution-dynamics

• Mendez C. (2020). Bivariate distribution dynamics analysis in R. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/tutorial-bivariate-distribution-dynamics

Time Series Analysis

• Mendez C. (2020). Long Run vs Short Run Decompositions in R: The HP filter vs the Hamilton filter. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/long-run-filters

Cross-sectional Analysis

• Mendez C. (2020). An interactive exploration of cross-sectional data: Using the package ExPanDaR to generate interactive web applications. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/explore-cross-section-interactively

Panel Data Analysis

• Mendez C. (2020). An interactive exploration of panel data: Using the package ExPanDaR to generate interactive web applications. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/explore-panel-interactively

• Mendez C. (2020). Wrangling and plotting panel data in R: Using the package panelr. R Studio/RPubs. Available at https://rpubs.com/quarcs-lab/learn-panelr

Other

• Santos-Marquez F. (2020). Using the missForest package for imputation of missing values . R Studio/RPubs. Available at https://rpubs.com/FelipeSantos/na_missforest