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A continuous random variable, X, has the following probability density function - HSC - SSCE Mathematics Advanced - Question 23 - 2020 - Paper 1

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A continuous random variable, X, has the following probability density function. $f(x) = \begin{cases} \sin x & \text{for } 0 \leq x \leq k \\ 0 & \text{for all oth... show full transcript

Worked Solution & Example Answer:A continuous random variable, X, has the following probability density function - HSC - SSCE Mathematics Advanced - Question 23 - 2020 - Paper 1

Step 1

Find the value of k.

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Answer

To find the value of k, we need to ensure that the total area under the probability density function (PDF) equals 1.

The area can be computed using the definite integral:

0ksinxdx=1\int_{0}^{k} \sin x \, dx = 1

Calculating the integral:

sinxdx=cosx+C\int \sin x \, dx = -\cos x + C

Thus,

0ksinxdx=[cosx]0k=cosk+cos0    cosk+1=1\int_{0}^{k} \sin x \, dx = [-\cos x]_{0}^{k} = -\cos k + \cos 0 \implies -\cos k + 1 = 1

This simplifies to:

cosk+1=1    cosk=0    cosk=0-\cos k + 1 = 1 \implies -\cos k = 0 \implies \cos k = 0

The value of k that satisfies this equation is:

k=π2k = \frac{\pi}{2}

Step 2

Find P(X ≤ 1).

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Answer

Now we need to find P(X ≤ 1):

P(X1)=01sinxdxP(X \leq 1) = \int_{0}^{1} \sin x \, dx

Calculating the integral:

=[cosx]01=cos1+cos0=cos1+1= [-\cos x]_{0}^{1} = -\cos 1 + \cos 0 = -\cos 1 + 1

Evaluating this numerically:

cos10.5403\cos 1 \approx 0.5403

Thus:

P(X1)0.5403+1=0.4597P(X \leq 1) \approx -0.5403 + 1 = 0.4597

Finally, rounding to four decimal places:

P(X1)0.4597P(X \leq 1) \approx 0.4597

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