Statistical methods • English Conversation Questions

What are some common statistical methods?
How do you determine which statistical method to use for a particular dataset?
What are some advantages and disadvantages of different statistical methods?
How can statistical methods be used to test hypotheses?
What is the difference between descriptive and inferential statistics?
What is regression analysis and how is it used?
How can statistical methods be used to analyze time series data?
What is Bayesian statistics and how does it differ from traditional frequentist statistics?
What is machine learning and how does it relate to statistical methods?
What are some challenges or limitations to using statistical methods?
What recent developments have there been in statistical methods?