1. A fair coin is flipped until either two consecutive heads or two consecutive tails appear. What is the expected number of flips?
Solution
Correct: A
Let E be the expected number. After the first flip, the second flip either matches (game ends in 2 flips) or mismatches (game continues). With probability 1/2 the game ends in 2 flips. With probability 1/2 we are back to the start but have spent 2 flips. Thus E = 1/2·2 + 1/2·(2 + E). Solving gives E = 3.
2. Evaluate the integral from 0 to 1 of x^3 ln x dx.
Solution
Correct: A
Use integration by parts: u = ln x, dv = x^3 dx ⇒ du = dx/x, v = x^4/4. The integral becomes [x^4 ln x / 4]_0^1 - ∫0^1 x^3/4 dx. The boundary term is 0 (limit as x→0+ of x^4 ln x = 0) and the remaining integral is -1/4 · [x^4/4]_0^1 = -1/16.
3. In triangle ABC angle A = 60°, side b = 5, side c = 8. Find the length of side a.
Solution
Correct: A
By the Law of Cosines: a² = b² + c² - 2bc cos A = 25 + 64 - 2·5·8·cos 60° = 89 - 80·0.5 = 89 - 40 = 49. Thus a = 7.
4. Two numbers are chosen independently and uniformly from [0,1]. What is the probability that their product is less than 1/2?
Solution
Correct: A
The probability is the area under xy < 1/2 in the unit square. For x ≤ 1/2 the entire vertical strip satisfies xy < 1/2 (area 1/2). For x > 1/2 the height is 1/(2x), so integrate 1/(2x) from 1/2 to 1 giving (ln 2)/2. Total area = 1/2 + (ln 2)/2 = (1 + ln 2)/2.
5. Find the derivative of y = x^(x^2) at x = 1.
Solution
Correct: B
Take ln: ln y = x^2 ln x. Differentiate implicitly: y'/y = 2x ln x + x^2·1/x = 2x ln x + x. At x = 1, y = 1 and ln x = 0, so y' = 1·(0 + 1) = 1.
6. A bag contains 3 red and 5 blue marbles. Three marbles are drawn without replacement. What is the probability that exactly two are blue?
Solution
Correct: C
Total ways C(8,3)=56. Favorable: choose 2 blue from 5 and 1 red from 3: C(5,2)·C(3,1)=10·3=30. Probability=30/56=15/28.
7. Evaluate lim x→0 (sin x - x)/x^3.
Solution
Correct: A
Use Taylor series: sin x = x - x^3/6 + O(x^5). Then (sin x - x)/x^3 = (-x^3/6)/x^3 = -1/6.
8. If sin θ + cos θ = 1.2, find sin 2θ.
Solution
Correct: C
Square both sides: (sin θ + cos θ)^2 = 1.44 ⇒ sin²θ + 2 sin θ cos θ + cos²θ = 1.44 ⇒ 1 + sin 2θ = 1.44 ⇒ sin 2θ = 0.44.
9. A continuous random variable X has pdf f(x)=2x on [0,1]. Find P(X ≤ 0.5).
Solution
Correct: A
Integrate pdf: ∫0^0.5 2x dx = [x^2]_0^0.5 = 0.25.
10. Find the area between y = x^2 and y = 2x - x^2.
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