Wednesday, December 9, 2009

Probability


Probability = Number of desired or successful outcomes / Total number of possible outcomes
  • All the outcomes must be equally likely - you can use a counting tree
  • To determine the probability that independent events X and Y will both occur, multiply the two probabilities together.
  • To determine the probability that mutually exclusive events X or Y will occur, add the two probabilities together.
    - if the events cannot occur together, add the probabilities of individual events
    - if the events can occur together, use the formula: P(A or B) = P(A) + P(B) - P(A and B)
  • Probability of success + Probability of failure = 1
  • If success contains multiple possibilities - especially if the wording contains phrases such as "at least" and "at most" - then consider finding the probability that success does not happen.
  • Be careful of situations in which the outcome of the first event affects the probability of the second event, i.e. picking things out of a box.
  • When you use a probability tree, multiply down the branches and add across the results.

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