R studio - Hypothesis -Data Needs To Be Created For Analysis - Assignment Help

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TASK Hypothesis Does agricultural aid reduce the prevalence of moderate to severe food insecurity? The hypothesis presented is that agricultural aid does reduce the prevalence of moderate to severe food insecurity because it alleviates funding shortfalls of farms, increases farm productivity, and enhances the quality and quantity of produce in the market, lowering costs to consumers. The explanatory variable of interest is the amount of agricultural aid provided to the various states. It is measured in millions of US dollars. The outcome variable of interest in the study is the prevalence of food insecurity among the adult populations of Northern Africa. It is measured by the percentage of the adult population, and determined by those adults who are forced to compromise on the quality and quantity of food, skip meals, and/or go hungry. An observed pattern of higher agricultural aid (relative to other states) combined with lower food insecurity (relative to other states) would indicate support for the hypothesis. A pattern of high food aid combined with high food insecurity would disprove the hypothesis, as well as low aid with low food insecurity. The region will be specified to Northern Africa in an attempt to control for confounding factors, such as variation in food production systems, economies, and government efficiency. Data needs to be created for analysis. The next step will be to create an Rmarkdown file that loads the data you have selected, runs any preprocessing that you need to conduct (i.e., prepares your data for analysis), produces summary statistics (or plots) of the relevant dependent and independent variables, and conducts the main regression of interest for the project. The Rmd file and the resulting knitted PDF should be created.

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