Introduction to statistical inference

In this chapter, we introduce two techniques of statistical inference: hypothesis testing and computing confindence intervals. Following this chapter, we will frequently use these techniques to answer questions about linear models. We begin the chapter by exploring two types of continuous distributions commonly used in statistical inference: normal and t distributions. After that, we show how to use such distributions to conduct hypothesis tests and to compute confidence intervals.