Apply computational statistics methods to a
topic of your choice using an analysis-friendly dataset.
Analysis ideas:
Below are some suggestions to help you get started:
•Using bootstrap algorithm to estimating model coefficients, or population statistics
•Implement a random variable simulation algorithm (such as Metropolis-Hastings)
using different type of proposal functions
•Using non-parametric methods to estimate optimal curve for bi-variate data
Dataset ideas:
and here are some ideas for datasets (click for link)
•Kaggle
•UCI Machine Learning repository
•Pre-loaded datasets in
