Bootstrap

Modern slavery encompasses practices such as forced labour, forced marriage, debt bondage, human trafficking, and the exploitation of children.

Bivariate analytics and regression analysis with ordinary least squares (OLS) estimator

Multiple linear regression is a widely used statistical method for modelling the relationship between a dependent variable and one or more independent variables. In this analysis, we aim to develop a robust and interpretable linear regression model while addressing common challenges such as multicollinearity, overfitting, and variable selection. Key steps include evaluating the significance of predictors using the F-statistic and p-values, assessing multicollinearity through variance inflation factors, and exploring the impact of reducing the number of variables on model performance.

Flexdashboard - R