Math 132A

Probability Distributions

Two dice example

Suppose we roll two dice and add the two numbers that show on the top of the dice.

Alternative Sample Space

Sum 2 3 4 5 6 7 8 9 10 11 12
Probability

Not equally likely outcomes!

Graphical Representation

2 3 4 5 6 7 8 9 10 11 12
\(1/32\) \(2/36\) \(3/36\) \(4/36\) \(5/36\) \(6/36\) \(5/36\) \(4/36\) \(3/36\) \(2/36\) \(1/36\)

A Biassed Coin

Outcome Head Tail
Probability 0.6 0.4

Outcome Head Tail
Probability \(p\) \(q\)

\[p + q = 1\]

A Loaded Die

Outcome 1 2 3 4 5 6
Probability .1 .15 .15 .15 .15

Colors of Snails

Certain species of snails can have 5 different color variations: yellow, brown, green, black, and blue. At certain location, 30% of the snails are yellow, 20% are brown, 5% are green, and 22% are black. We randomly select one of the snails and record its color.