Foundation of topic choice (including purpose, implication of research, current status of academic or empirical studies and references): Guangdong Province is China's largest province in terms of population and economy, with the province’s gdp ranking first in the country all year round and maintaining steady growth. Although Guangdong's economic development is booming, however, the development of various parts of the province is somewhat uneven, and this imbalance also shows a trend of continuous expansion. Even in the Pearl River Delta region, which has the best economic development, development varies from city to city. We expect to make a detailed study and scientific evaluation to the unbalanced development of nine cities in the Pearl River Delta by means of scientific statistical analysis, to understand the disparity in development, and seek to propose a solution to the unbalanced regional economic development in the province. |
Contents of Research (including specific scope, purpose, and expected results): We intend to use multivariate statistical analysis methods including cluster analysis and principal component analysis to analyze several economic indicators, from GDP to population and employment rate, of nine cities in the Pearl River Delta region, and to classify and draw conclusions about the development levels of the nine cities based on the results of the analysis. We expect to be able to classify the nine cities into two or three categories according to their different levels of development, and find out the reasons for the uneven development of the cities from the analysis of the economic indicators. |
Research(design) Plan(including methodology, technologies, relevant theories, calculations, laboratory procedures and feasibility, and expected technical problems and solutions): We plan to analyze economic indicators data using classical multivariate statistical analysis methods such as cluster analysis, principal component analysis, and factor analysis, and apply analytical theory to draw conclusions. |
Originality of the Design (Thesis): The design of the research methodology was the result of discussions between myself and my supervisor. |
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