Exercise 17.2: Different Types of Errors

What is the difference between Type I and Type II errors when testing hypotheses that use sample data? Which type of error do tests of statistical difference help you avoid? Give an example of committing a) a Type I error and b) a Type II error.

a) a Type I error b) a Type II error