20th November, 2023

In our previous analysis we were looking at what we could do with international passenger data and how we could be using it to be combined with total number off flights data to make sure that we could find a model that could fit the data we had in order to be able to predict the type of data that we would be looking at and how the fit would really work.

We found the fit to be reasoanbly good and it was linear in nature with a very high R squared term indicating a high degree of relation between the two without a lot of chance to indicate the same.

Hence we chose to complicate the subject further by looking at a few more analyses of the same linear model to make sure we were not missing out on anything.

QQ Plots

 

Residuals vs Fitted
Scale vs Location for the Linear Model

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