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Assignment for ANOVA
coursework
Country’s Life Expectancy Prediction (Linear Regression)
Predict life expectancy for countries using multiple economic and social factors
Data preparation and exploration by using package tidyverse and ggplot2
Diagnosis and remedy: the box-cox transformation?
Compare model performance: OLS model, backwards stepwise model, LASSO, Ridge
LASSO model performs best with RMSE 1.91 when compared to OLS, stepwise and Ridge
When bootstrap fails? A statistics of interest.
One example is the minimum value of a distribution. Here is an illustration why the bootstrap fails.
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Lending loan club data analysis