Plug-in estimates and confidence intervals

Now that we have a basis in probability theory, we proceed to statistical inference. One of the most widely used concepts in statistical inference is the plug-in principle. In fact, you have probably employed it countless times but didn’t even realize it! In what follows, we will formally define the plug-in principle and the important concept of confidence intervals for our first foray into inference.