Maxent

Some analysis of Air quality datasets in R

In this notebook, I have used two approaches for the non-parametric alternative of the two-way ANOVA and why I used both: Aligned Rank Transform (ART) ANOVA is a non-parametric approach to factorial ANOVA that enables you to analyze the interaction as well as the main effects. The nparLD package in R is used for performing non-parametric analysis of longitudinal data (i.e., repeated measures) or factorial experiments where assumptions like normality and homogeneity of variance are violated.

This simple report explores whether higher education expenditure (% of GDP) correlates with the number of refugees hosted by a country. The hypothesis is that countries investing more in education may have stronger capacity to support refugee populations.

Friedman test is the non-parametric equivalent to one-way ANOVA wiht repeated measures