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Let the probability of getting head for a biased coin be $$\frac{1}{4}$$. It is tossed repeatedly until a head appears. Let $$N$$ be the number of tosses required. If the probability that the equation $$64x^2 + 5Nx + 1 = 0$$ has no real root is $$\frac{p}{q}$$, where $$p$$ and $$q$$ are co-prime, then $$q - p$$ is equal to _______
Correct Answer: 27
Let $$N$$ denote the number of tosses required to obtain the first head.
Since the probability of obtaining a head is $$\frac{1}{4}$$ and the probability of obtaining a tail is $$\frac{3}{4}$$, $$N$$ follows a geometric distribution with
$$P(N=n)=\left(\frac{3}{4}\right)^{n-1}\left(\frac{1}{4}\right)$$
The quadratic equation is
$$64x^2+5Nx+1=0$$
For the equation to have no real roots, its discriminant must be negative.
$$\Delta=(5N)^2-4(64)(1)<0$$
$$25N^2-256<0$$
$$25N^2<256$$
$$N^2<\frac{256}{25}$$
$$N^2<10.24$$
Since $$N$$ is a positive integer,
$$N\in{1,2,3}$$
Therefore, the required probability is
$$P(N\leq 3)=P(1)+P(2)+P(3)$$
$$P(1)=\left(\frac{3}{4}\right)^0\left(\frac{1}{4}\right)=\frac{1}{4}$$
$$P(2)=\left(\frac{3}{4}\right)^1\left(\frac{1}{4}\right)=\frac{3}{16}$$
$$P(3)=\left(\frac{3}{4}\right)^2\left(\frac{1}{4}\right)=\frac{9}{64}$$
Hence,
$$P(N\leq 3)=\frac{1}{4}+\frac{3}{16}+\frac{9}{64}$$
$$P(N\leq 3)=\frac{16}{64}+\frac{12}{64}+\frac{9}{64}$$
$$P(N\leq 3)=\frac{37}{64}$$
Thus,
$$\frac{p}{q}=\frac{37}{64}$$
giving
$$p=37,\quad q=64$$
Therefore,
$$q-p=64-37=27$$
Hence, the correct answer is
$$27$$
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