The Plot Twists: Exploring Discrete and Continuous Distributions

Students frequently conflate the PMF

p(x)

with the PDF

f(x)

. Crucially,

f(x)

is not a probability; it is a density. Consequently,

f(x)

can exceed

1

, whereas a PMF must strictly satisfy

p(x) \leq 1

Institutional Reference: Applied Statistics