
Edward A. answered 05/20/21
High School Math Whiz grown up--I've even tutored my grandchildren
Hi Sam,
Here’s how odds and probability are related:
a Probability is a number between 0 and 1, where 1 means “certain” and 0 means “impossible”
if p is probability of the event, the odds in favor are p / (1-p)
so if p = .2, then
odds in favor are .2/.8 = 1 to 4, and
odds against are .8/.2 = 4 to 1. You see that
(in favor) = 1 / (against) and
(against) = 1 / (in favor)
another example:
if p = .7, then
odds in favor are .7 / .3 = 2.3 to 1 and
odds against are .3 / .7 = .43 to 1
if the odds are M to N, which means M / N,
p = M/(M+N)
So in the first example
if odds in favor are 1 to 4, p = 1 / (1+4) = .2
and odds against are 4 to 1, p = 4/(1+4) = .8
similarly
if odds in favor are 2.3 to 1, p = 2.3/3.3= .7
and odds against are .43 to 1, p =.43/1.43 = .3
yet another example, when people say there are “even odds” or “equal odds”, they are saying the odds are 1 to 1.
so the formula says
p = 1/(1+1) = 1/2 = .5
I hope this helps. If not, please ask another question.
Heres the derivation, if you’re interested:
odds = ( p / (1-p) )
odds * (1-p) = p
odds - p*odds = p
M / N - p*M/N = p
solving for p
M/N = p ( 1 + M/N )
p = (M/N) / (1+M/N)
p =(M/N) / ((N+M)/N) = MN / N(M+N) = M/(M+N)