Linear regression can predict one variable based on another and is useful for prediction. Other prediction methods include decision trees and neural networks. More advanced regression methods like logistic regression and polynomial regression are appropriate when predicting categorical outcomes or nonlinear relationships.

1. Linear Regression is a useful method if you want to be able to
predict one variable based on knowledge of another.
1.Discuss other prediction methods that might be useful.
2.Also, discuss some of the more advance Regression methods.
3.When would these methods be appropriate?
Provide examples of each method.
no specific format or word count just provide answers to the
questions.