12.07.2015 Views

Course Notes - Department of Mathematics and Statistics

Course Notes - Department of Mathematics and Statistics

Course Notes - Department of Mathematics and Statistics

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PROBABILITY OF X SUCCESSESThe probability <strong>of</strong> x successses where x takes the values 0 to n isgiven by:( nP r (X = x) = πx)x (1 − π) n−xWhere ( nx) is the binomial coefficient( n n!=x)x! (n − x)!Consider the TuataraStephens Isl<strong>and</strong> is an uninhabited isl<strong>and</strong> in Cook Strait where tuataraare being re-established. For some years three locations havebeen visited on the isl<strong>and</strong> <strong>and</strong> tuatara have been found at a locationwith probability 0.4. At any visit X represents the number <strong>of</strong> locationsout <strong>of</strong> three at which tuatara are observed (X can take values0, 1, 2, or 3). Find the probabilities that 0, 1, 2 or 3 locations havetuatara on a visit. T is the event ‘location has tuatara’ <strong>and</strong> N is thecomplementary event ‘location has no tuatara’.Calculating Probabilities• Find the probability <strong>of</strong> seeing Tuatara at two <strong>of</strong> the three sites.P r(X = 2) = P r(T T N, T NT, NT T )= 0.096 + 0.096 + 0.096= 0.288• This is a binomial example with n = 3, π = 0.4.• In this case we are interested in the probability <strong>of</strong> two successes.64

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