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Question

Mathematics Question on Probability

In a series of 4 trials, the probability of getting two successes is equal to the probability of getting three successes. The probability of getting at least one success is:

A

609625\frac{609}{625}

B

16625\frac{16}{625}

C

513625\frac{513}{625}

D

112625\frac{112}{625}

Answer

609625\frac{609}{625}

Explanation

Solution

Let pp and q=1pq = 1 - p be the probabilities of success and failure, respectively. The probability of getting rr successes in nn trials is:

P(r)=(nr)prqnr.P(r) = \binom{n}{r} p^r q^{n-r}.

For n=4n = 4, the probabilities of two and three successes are equal:

(42)p2q2=(43)p3q.\binom{4}{2} p^2 q^2 = \binom{4}{3} p^3 q.

Simplify the binomial coefficients:

6p2q2=4p3q.6p^2 q^2 = 4p^3 q.

Divide through by p2qp^2 q (since p,q>0p, q > 0):

6q=4p    3q=2p    q=25,  p=35.6q = 4p \implies 3q = 2p \implies q = \frac{2}{5}, \; p = \frac{3}{5}.

The probability of getting at least one success is:

P(at least one success)=1P(0),P(\text{at least one success}) = 1 - P(0),

where:

P(0)=(40)p0q4=q4=(25)4=16625.P(0) = \binom{4}{0} p^0 q^4 = q^4 = \left( \frac{2}{5} \right)^4 = \frac{16}{625}.

Thus:

P(at least one success)=116625=609625.P(\text{at least one success}) = 1 - \frac{16}{625} = \frac{609}{625}.