University of Pretoria
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DATASET
CO2_GDP_1992.csv (7.71 kB)
DATASET
CO2data-2014-Africa.csv (1.99 kB)
DATASET
Data_Application1.csv (9.26 kB)
DATASET
Data_Application2.csv (10.52 kB)
DATASET
SA_Covid_data.csv (3.37 kB)
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Analysis of unobserved heterogeneity in environmental economics

dataset
posted on 2024-07-18, 13:45 authored by Spiwe SkhosanaSpiwe Skhosana, Sollie Millard, Frans Kanfer

Data files used in the thesis titled "Essays on estimation strategies addressing label-switching in Gaussian mixtures of semi- and non-parametric regressions".

(CO2_GDP_1992.csv) - This data set gives the gross domestic product (GDP) per capita in 1992 for 145 countries as well as their estimated carbon dioxide (CO2) emission per capita for the same year. The data were obtained from the World Bank's World development indicators database.

(CO2data-2014-Africa.csv) - This data set gives the gross domestic product (GDP) per capita in 2014 for 51 African countries as well as their estimated carbon dioxide (CO2) emission per capita for the same year. The data were obtained from the World Bank's World development indicators database (accessed on 10 April 2023).

(Data_Application1.csv) - This data comprises CO2 emissions per capita, oil consumption per capita and the number of people living in urban areas (Urbanisation) for the period 1990 to 2019 for 7-8 OECD countries. The data were obtained from the https://ourworldindata.org/ database

(Data_Application2.csv) - This data comprises CO2 emissions per capita, real GDP per capita (GDP-per-capita) and the percentage share of primary energy attributable to renewable energy sources for the period 1990 to 2019 for 7-8 OECD countries. The data were obtained from the https://ourworldindata.org/ database.

(SA_Covid_data.csv) - This data set gives the Covid-19 14-day infection rates (r_t) over time (t) in two South African provinces, Kwa-Zulu Natal (KZN) and the Eastern Cape (EC), for the period December 2020 to 15 February 2021. The original data is obtained from the Data Science for Social Impact COVID-19 data repository (https://github.com/dsfsi/covid19za)

(CO2data) - This data set gives the gross national product (GNP) per capita in 1996 for 28 countries as well as their estimated carbon dioxide (CO2) emission per capita for the same year. This dataset is available from the R package mixtools (accessed via the link https://doi.org/10.32614/CRAN.package.mixtools)

Funding

Department of Statistics, University of Pretoria (STATOMET)

National Research Foundation (NRF), Grant Number: 149091

National Graduate Academy for Mathematical and Statistical Sciences (NGA-MASS)

History

Department/Unit

Statistics

Sustainable Development Goals

  • 13 Climate Action