Statistics, Machine Learning, Data Science, Central Limit Theorem, Sample.
true mean and true variance of the corresponding population-distribution, at that sample-szie. We can only plot the blue curve in a simulation like this, where we know the population’s mean and variation. The red curve (i.e. estimated sampling-distribution of the sample-mean) is an approximation of