5 - Probability Formulas Flashcards
formulas for probability (AND, OR, independent, mutually exclusive)
A or B
DEPENDENT
A + B - (A and B)
Where A and B = A × B|A
A or B
(MUTUAL)
A + B
(A and B would equal 0)
A and B
(INDEPENDENT)
A × B
- ONLY if problem makes it obvious that it’s independent
A or B
(INDEPENDENT)
A + B - (A and B)
Where A and B = A × B
A | B
(A and B) ÷ B
- rules for independent and dependent intersection apply
- knowing it’s independent and you multiply, the B in numerator and denominator would cancel out, leaving you with A
How to check if probabilities independent?
A = A | B
- B wouldn’t affect A’s outcome if it’s independent
- No match = Dependent
A and B
DEPENDENT
A × (B | A)
Difference between independent and dependent union (OR)
Calculating the AND is different
Independent: A × B
Dependent: A × B|A
INDEPENDENT examples
- flipping coin
- Rolling die
- Anything that has replacements
DEPENDENT examples
- Drawing cards from deck (with no replacement)
- choosing two kids out of a pool (cant choose same kid twice)
- Does outcome from first trial affect the outcome from the next?
- trials with no replacement
- implication of A|B
At least 1
1 - complement
At least 1 (multiple trials)
1 - complement^trials
P of independent trials (replacement)
ALL OUTCOMES and NEXT OUTCOME
Ex. Flipping a coin
ALL: ( event ÷ all events )^trials
NEXT: ( events ÷ all events )
P of dependent trials (no replacement)
Ex. Choosing 2 separate children from a pool to do a task
( event ÷ outcome ) * (event-1 ÷ outcome-1) * etc….