Sample

Before Observing Data

$n$ observations from a population distribution modeled as $n$ i.i.d random variables. (Independent and identically distributed)
$X_1,X_2,...X_n$

After Observing Data

Each $X_i$ realizes a specific numeric value $x_i$.

Remarks

• TODO: empirical distribution