Mathematics

Probability Distributions

488 Questions

Probability distributions describe the likelihood of different outcomes in a statistical experiment. Key topics include calculating confidence intervals, understanding Type II errors, and working with the standard normal distribution. These concepts are frequently tested in mathematics and statistics sections of various competitive exams.

Standard normal distributionType II error probabilityConfidence interval interpretationPoisson distributionProbability density function

Probability Distributions Questions

Multiple choice
  1. 6/11

  2. 5/11

  3. 52/77

  4. 25/77

  5. -

Reveal answer Fill a bubble to check yourself
D Correct answer
Explanation

Odd against event E1 = 5/2 Probability of event E1 = 2/7 Odds in favour of event E2 = 6/5 Probability of event E2 = 6/11 Probability that none of the events will occur = (1 - 2/7 ) (1 - 6/11) = 5/7 x 5/11 = 25/77 Option 4 is correct.

Multiple choice
  1. 0.288

  2. 0.334

  3. 0.667

  4. 0.720

Reveal answer Fill a bubble to check yourself
B Correct answer
Explanation

Using Bayes' Theorem: P(Y|Reliable) = P(Reliable|Y) * P(Y) / [P(Reliable|Y) * P(Y) + P(Reliable|X) * P(X)]. P(Y|Reliable) = (0.72 * 0.40) / (0.72 * 0.40 + 0.96 * 0.60) = 0.288 / (0.288 + 0.576) = 0.288 / 0.864 = 0.3333.

Multiple choice
  1. 0.45, 0.30 and 0.25

  2. 0.45, 0.25 and 0.30

  3. 0.45, 0.55 and 0.00

  4. 0.45, 0.35 and 0.20

Reveal answer Fill a bubble to check yourself
A Correct answer
Explanation

Probability of car = 0.45. Probability of public transport = 1 - 0.45 = 0.55. Within public transport, bus = 0.55 * 0.55 = 0.3025 (approx 0.30) and metro = 0.55 * (1 - 0.55) = 0.55 * 0.45 = 0.2475 (approx 0.25).

Multiple choice
  1. 0.240

  2. 0.200

  3. 0.040

  4. 0.008

Reveal answer Fill a bubble to check yourself
C Correct answer
Explanation

The gates operate independently. The probability of failure of each gate is 0.2. Given gate 1 has failed, the probability of gates 2 and 3 failing is P(2 fails) * P(3 fails) = 0.2 * 0.2 = 0.04.

Multiple choice
  1. 0.288

  2. 0.334

  3. 0.667

  4. 0.720

Reveal answer Fill a bubble to check yourself
B Correct answer
Explanation

Multiple choice
  1. te = $\frac{t_o + 4t_1 + t_p}{6}$
  2. te = $\frac{t_o + 4t_p + t_{p1}}{6}$
  3. te = $\frac{t_o + 4t_1 + t_p}{3}$
  4. te = $\frac{t_o + 4t_1 + t_1}{3}$
Reveal answer Fill a bubble to check yourself
A Correct answer
Explanation

Under the conditions of uncertainty, the estimated time for each activity for PERT network is represented by a probability distribution. This probability distribution

Multiple choice
  1. $\lambda^2\bigg(e^{-\lambda^2t}\bigg)$
  2. $\frac{e^{-\lambda^2t}}{\lambda^2}$
  3. $\lambda e^{-\lambda t}$
  4. $\frac{e^{-\lambda^2t}}{\lambda}$
Reveal answer Fill a bubble to check yourself
C Correct answer
Explanation