country’s per capita annual greenhouse gas emissions

For your summative assessment we would like you to explore the factors behind variations in a country’s per capita annual greenhouse gas emissions (i.e. annual greenhouse emissions per person). The data for this exercise comes from the World Resources Institute and the World Bank Global Development indicators for 2014 (although data for some countries maybe a few years older). 

The data can be found in the attached spreadsheet.


Q1. Provide descriptive statistics for per capita annual greenhouse gas emissions. To do this we would like you to focus upon measures of central tendency and dispersion. Do this using no more than 2 charts/tables and no more than 150 words (20% marks).


Q2. Using appropriate statistical tests examine whether per capita annual greenhouse gas emissions vary significantly between different world bank regions. Do this using no more than 300 words and no more than 2 tables (30%).


Q3. Explore the associations (multivariate) between per capita annual greenhouse gas emissions and 7 potential explanatory variables (Percentage of population living in urban areas, Land area, Population density, Income per capita, Net migration per capita, GINI income inequality index and Mean Annual Temperature). We would then like to repeat your analysis this time including the two additional variables “Region” and “Income Group”. Hint: to answer this question you will need to compute some new explanatory variables using the existing variables you have been given. Report your results, including any differences between the 2 models, using no more than 500 words and no more than 2 tables (50%).

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