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Black Friday Sales Analysis
Performed Univariate Analysis of the numerical variables and also conducted Hotelling's T2 Test to check if there is any significant mean difference between the means of the variables. Conducted correlation Analysis.
Olympics data investigation
How the number of medals a country wins can be predicted from national
population and GDP, and how consistent these relationships are, using the glm function in R is investigated
GLM on Faithful dataset
A simple linear regression model is built to predict intervals based on the previous eruption duration. This mainly illustrates the statistical inferences of the GLM model and analytical methods for deriving the coefficients. Also, optimisation is done to find the best value of slope if the intercept and standard deviation were provided.