2. Use technology to generate them. Perhaps the standard normal distribution and the uniform distribution.
3. You'd have to test this with a chosen distribution. Did you have a particular distribution in mind?
4. ?? What are you asking here??
Sounds to me like you have an assignment that you need to get clarification about from your instructor.