Geographic Data and Visualisation in R

Manipulating geospatial data and visualisation using Australian Data

R spatial

Kaggle Porto Seguro Part I - Exploratory Data Analysis

Explores the feature set, normality testing, correlation between different variable types (using Phi Coefficient, ChiSquare Test, etc.)

R eda

Linear Regression Part III - Plots

Looks at the residual plots given by the linear regression model in R [WIP]

R regression

Linear Regression Part II - Multiple

Explains Multiple linear regression and the concepts of VIF and Partial correlation [WIP]

R regression

Linear Regression Part I - Simple

Explains the concepts around simple linear regression like residuals, t and pvalues, Fstatistic, standardised beta coefficients

R regression