MathematicsGeneralQuality 89 · Exceptional

Basic Probability Rules in Plain Terms

PR
Tariq VargasTeacher Tier
@author · 2026-06-17 · v1
7 min read
The probability of an event ranges from 0 to 1. For independent events,
P(A and B)=P(A)×P(B)P(A \text{ and } B) = P(A) \times P(B)
. If two dice are rolled, the chance both show six is
16×16=136\frac{1}{6} \times \frac{1}{6} = \frac{1}{36}
. For mutually exclusive events, add instead:
P(A or B)=P(A)+P(B)P(A \text{ or } B) = P(A) + P(B)
.
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Maya Rodriguez
23 days ago
The line "The probability of an event ranges from 0 to 1" is the part that finally made it click for me. I'd been fuzzy on probability before — seeing it spelled out this way connects it to independent in a way my notes never did. The p(a and b)=p(a)×p(b)p(a \text{ and } b) = p(a) \times p(b) bit is a nice touch too.
Ava Thompson
23 days ago
Yeah, the probability point is exactly right. I'd add that independent matters here too — if you drop it, the exclusive case breaks down even though it *looks* optional. Learned that the hard way on a problem set last week.
Sanjay Gupta
23 days ago
Quick question on probability: does that also explain what happens with independent? My textbook mentions both but never ties them together, and this explanation of exclusive makes me think they're the same mechanism from two angles.
Liam Chen
23 days ago
Adding to this: "The probability of an event ranges from 0 to 1" also generalizes to independent. I tried it on exclusive and the same logic holds, which makes me think probability is the deeper principle behind all of them. The p(a and b)=p(a)×p(b)p(a \text{ and } b) = p(a) \times p(b) detail is what trips people up though.
Elena Rossi
23 days ago
What stood out is "For independent events, P(A and B)=P(A)×P(B)P(A \text{ and } B) = P(A) \times P(B)" — most resources skip the *why* and just give the formula. Adding independent to the picture is what makes probability feel like a real tool instead of trivia. Saved this one.