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Mathematical Research: Probability and Statistics

Description: This quiz is designed to assess your understanding of the fundamental concepts and techniques in the field of Mathematical Research: Probability and Statistics.
Number of Questions: 14
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Tags: probability statistics mathematical research
Attempted 0/14 Correct 0 Score 0

What is the probability of rolling a 6 on a standard six-sided die?

  1. 1/2

  2. 1/3

  3. 1/4

  4. 1/6


Correct Option: D
Explanation:

The probability of rolling a specific number on a die is calculated by dividing 1 by the total number of possible outcomes. In this case, there are six possible outcomes (1, 2, 3, 4, 5, 6), so the probability of rolling a 6 is 1/6.

What is the expected value of a random variable X that takes on the values 1, 2, and 3 with probabilities 0.2, 0.5, and 0.3, respectively?

  1. 1.5

  2. 1.8

  3. 2.0

  4. 2.2


Correct Option: C
Explanation:

The expected value of a random variable is calculated by multiplying each possible value by its probability and then summing the results. In this case, we have: E(X) = (1 * 0.2) + (2 * 0.5) + (3 * 0.3) = 0.2 + 1.0 + 0.9 = 2.0.

Which of the following is a measure of the spread or variability of a dataset?

  1. Mean

  2. Median

  3. Mode

  4. Standard Deviation


Correct Option: D
Explanation:

The standard deviation is a measure of the spread or variability of a dataset. It is calculated by taking the square root of the variance, which is the average of the squared differences between each data point and the mean.

What is the probability of drawing a heart from a standard deck of 52 playing cards?

  1. 1/4

  2. 1/13

  3. 1/26

  4. 1/52


Correct Option: B
Explanation:

There are 13 hearts in a standard deck of 52 playing cards. Therefore, the probability of drawing a heart is 13/52, which simplifies to 1/13.

What is the probability of getting at least one head when flipping a coin twice?

  1. 1/2

  2. 1/4

  3. 3/4

  4. 1


Correct Option: C
Explanation:

There are four possible outcomes when flipping a coin twice: HH, HT, TH, TT. Only one of these outcomes (TT) does not have at least one head. Therefore, the probability of getting at least one head is 3/4.

What is the probability of getting a sum of 7 when rolling two fair six-sided dice?

  1. 1/6

  2. 1/12

  3. 1/18

  4. 1/36


Correct Option: A
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The outcomes that sum to 7 are (1, 6), (2, 5), (3, 4), (4, 3), (5, 2), and (6, 1). Therefore, the probability of getting a sum of 7 is 6/36, which simplifies to 1/6.

What is the probability of getting a sum of 10 or less when rolling two fair six-sided dice?

  1. 1/2

  2. 2/3

  3. 3/4

  4. 5/6


Correct Option: D
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The outcomes that sum to 10 or less are (1, 1), (1, 2), (1, 3), (1, 4), (1, 5), (1, 6), (2, 1), (2, 2), (2, 3), (2, 4), (2, 5), (3, 1), (3, 2), (3, 3), (3, 4), (4, 1), (4, 2), (4, 3), (5, 1), (5, 2), (6, 1). Therefore, the probability of getting a sum of 10 or less is 21/36, which simplifies to 5/6.

What is the probability of getting a sum of 12 or more when rolling two fair six-sided dice?

  1. 1/6

  2. 1/3

  3. 1/2

  4. 2/3


Correct Option: B
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The outcomes that sum to 12 or more are (6, 6), (5, 6), (6, 5), (4, 6), (6, 4), (3, 6), (6, 3), (2, 6), (6, 2). Therefore, the probability of getting a sum of 12 or more is 9/36, which simplifies to 1/4.

What is the probability of getting a sum of 7 or 11 when rolling two fair six-sided dice?

  1. 1/4

  2. 1/6

  3. 1/8

  4. 1/12


Correct Option: B
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The outcomes that sum to 7 are (1, 6), (2, 5), (3, 4), (4, 3), (5, 2), (6, 1). The outcomes that sum to 11 are (5, 6), (6, 5). Therefore, the probability of getting a sum of 7 or 11 is (6 + 2)/36 = 8/36, which simplifies to 1/6.

What is the probability of getting a sum of 2, 3, or 12 when rolling two fair six-sided dice?

  1. 1/9

  2. 1/6

  3. 1/4

  4. 1/3


Correct Option: A
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The outcomes that sum to 2 are (1, 1). The outcomes that sum to 3 are (1, 2), (2, 1). The outcomes that sum to 12 are (6, 6). Therefore, the probability of getting a sum of 2, 3, or 12 is (1 + 2 + 1)/36 = 4/36, which simplifies to 1/9.

What is the probability of getting a sum of 4, 5, 6, 7, 8, 9, 10, or 11 when rolling two fair six-sided dice?

  1. 1/2

  2. 2/3

  3. 3/4

  4. 5/6


Correct Option: D
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The outcomes that sum to 4 are (1, 3), (2, 2), (3, 1). The outcomes that sum to 5 are (1, 4), (2, 3), (3, 2), (4, 1). The outcomes that sum to 6 are (1, 5), (2, 4), (3, 3), (4, 2), (5, 1). The outcomes that sum to 7 are (1, 6), (2, 5), (3, 4), (4, 3), (5, 2), (6, 1). The outcomes that sum to 8 are (2, 6), (3, 5), (4, 4), (5, 3), (6, 2). The outcomes that sum to 9 are (3, 6), (4, 5), (5, 4), (6, 3). The outcomes that sum to 10 are (4, 6), (5, 5), (6, 4). The outcomes that sum to 11 are (5, 6), (6, 5). Therefore, the probability of getting a sum of 4, 5, 6, 7, 8, 9, 10, or 11 is (3 + 4 + 5 + 6 + 5 + 4 + 3 + 2)/36 = 32/36, which simplifies to 5/6.

What is the probability of getting a sum of 13 or more when rolling two fair six-sided dice?

  1. 0

  2. 1/6

  3. 1/4

  4. 1/3


Correct Option: A
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The highest possible sum is 12. Therefore, the probability of getting a sum of 13 or more is 0.

What is the probability of getting a sum of 1 or 13 when rolling two fair six-sided dice?

  1. 1/18

  2. 1/12

  3. 1/9

  4. 1/6


Correct Option: A
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The outcomes that sum to 1 are (1, 1). The outcomes that sum to 13 are (6, 6). Therefore, the probability of getting a sum of 1 or 13 is (1 + 1)/36 = 2/36, which simplifies to 1/18.

What is the probability of getting a sum of 2 or 12 when rolling two fair six-sided dice?

  1. 1/9

  2. 1/6

  3. 1/4

  4. 1/3


Correct Option: A
Explanation:

There are 36 possible outcomes when rolling two six-sided dice. The outcomes that sum to 2 are (1, 1). The outcomes that sum to 12 are (6, 6). Therefore, the probability of getting a sum of 2 or 12 is (1 + 1)/36 = 2/36, which simplifies to 1/18.

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