Here students begin formal statistical inference by learning to construct and interpret confidence intervals for population parameters. They explore intervals for population means using both normal and t-distributions, and for population proportions using the normal model. This unit emphasizes the role of margin of error, the effects of sample size, and how to choose appropriate methods based on data characteristics.