### Introduction

Earlier in the course, we discussed sampling distributions. *Particular distributions are associated with hypothesis testing.* Perform tests of a population mean using a normal distribution or a Student's *t*-distribution. (Remember, use a Student's *t*-distribution when the population standard deviation is unknown and the distribution of the sample mean is approximately normal.) We perform tests of a population proportion using a normal distribution (usually *n* is large).