PROBABILITY QUESTION men that would stop and ask for direction : 42% women that would stop and ask for direction : 61% Population estimation, men : 48.2% women : 51.8% 1) calculate probability driver stops and ask for direction 2) given driver stops to ask for directions, determine probability that the driver was a man.
Okay so let \(A\) be the event you stop and ask for directions and let \(B\) be the event you're a man.
"men that would stop and ask for direction : 42%"\[ \Pr(A|B)=0.42 \]
"women that would stop and ask for direction : 61%"\[ \Pr(A|B^C)=0.61 \]
okay
Population estimation, men : 48.2% women : 51.8% \[ \Pr(B)=0.482\\ \Pr(B^C)=0.518 \] Remember when someone says \[\Huge \text{Women and minorities} \]What they are actually saying is \[\Huge \text{Everyone} \]because men are a minority.
Okay so finally, you need to remember that: \[ \Pr(A|B) = \frac{\Pr(A\cap B)}{\Pr(B)} \]
In this case, it helps to realize \[ \Pr(A\cap B)=\Pr(A|B)\times \Pr(B) \]
"1) calculate probability driver stops and ask for direction" What they want is \(\Pr(A)\). We need to use total probability here: \[ \Pr(A)= \Pr(A\cap B) + \Pr(A\cap B^C) \]
1.03?
"2) given driver stops to ask for directions, determine probability that the driver was a man." This asks for \(\Pr(B|A)\). It's going to help to know \(\Pr(A)\) for this one since: \[ \Pr(B|A)=\frac{\Pr(B\cap A)}{\Pr(A)} \]
but i thought probability cant be more than 1?
You didn't do it right.
Show me your calculation.
0.42 + 0.61
is that wrong? for the first question
or do i have to divide with the total sum?
but if its by % the total sum should be one right? im quite confuse
Okay what you have is \[ \Pr(A|B)+\Pr(A|B^C) \]You want to find \[ \Pr(A\cap B)+\Pr(A\cap B^C) \]
Remember that \[ \Pr(A|B) = \frac{\Pr(A\cap B)}{\Pr(B)} \]
You're confusing conditional probability with joint probability.
Do I need to spell it out more?
\[ \Pr(A\cap B) = \Pr(A|B)\times \Pr(B) = (0.42)(0.482) \]
It's very similar for \(\Pr(A\cap B^C)\)
ah okay i see
thank you so much! @wio
Join our real-time social learning platform and learn together with your friends!