Derivation of CLT

CLT derivation

Test scores distribution

Explain what is wrong with the claim that test scores should be normally distributed when a large number of students take a test.

Can you imagine a scenario with a good argument that test scores would be normally distributed?

(Hint: think about the composition of a single test instead of the number of students taking the test.)

Height follows a bell curve

The height of female American basketball players follows a bell curve. Why?

Estimating S1000

The odds of a random poker hand containing one pair is 0.42.

Estimate the probability that at least 450 out of 1000 poker hands will contain one pair.

Nutrition study

A nutrition review board will endorse a diet if it has any positive effect in at least 65% of those tested in a certain study with 100 participants.

Suppose the diet is bogus, but 50% of participants display some positive effect by pure chance.

What is the probability that it will be endorsed?

Answer