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Probability and Statistical Distributions Quiz

#1

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

1/6
Explanation

1 out of 6 possible outcomes is a 6.

#2

In a standard deck of playing cards, how many face cards are there?

12
Explanation

There are 3 face cards (jack, queen, king) in each of the 4 suits.

#3

What is the probability of drawing a red card from a standard deck of 52 cards?

1/4
Explanation

There are 26 red cards out of 52 in a standard deck.

#4

What is the mode of the following set of numbers: {4, 6, 6, 8, 9, 9, 9, 11}?

9
Explanation

The mode is the value that appears most frequently in a set of numbers.

#5

What is the probability of rolling an odd number on a fair six-sided die?

1/3
Explanation

There are 3 odd numbers (1, 3, 5) out of 6 possible outcomes.

#6

What is the mean of the following set of numbers: {2, 4, 6, 8, 10}?

8
Explanation

The mean is the average, calculated by adding all numbers and dividing by the count.

#7

Which distribution is commonly used to model the number of successes in a fixed number of independent Bernoulli trials?

Binomial distribution
Explanation

The binomial distribution models the number of successes in a fixed number of trials.

#8

A coin is flipped three times. What is the probability of getting exactly two heads?

1/8
Explanation

There are 3 ways to get exactly 2 heads: HHT, HTH, THH, out of 8 possible outcomes.

#9

Which of the following is NOT a measure of central tendency?

Variance
Explanation

Variance measures the spread or dispersion of a set of data, not its central tendency.

#10

What is the standard deviation of the numbers 1, 3, 5, 7, 9?

3
Explanation

Standard deviation measures the spread of data around the mean.

#11

What is the expected value of a discrete random variable?

The average value over many trials
Explanation

The expected value is the average outcome over many repetitions of the experiment.

#12

What is the area under the normal distribution curve?

1
Explanation

The total area under the normal curve is always 1, representing the entire probability space.

#13

In hypothesis testing, what does the p-value represent?

Probability of observing the data given that the null hypothesis is true
Explanation

The p-value indicates the strength of evidence against the null hypothesis.

#14

What is the complement of an event?

The probability of the event not occurring
Explanation

The complement of an event is 1 minus the probability of the event occurring.

#15

What is the significance level in hypothesis testing?

The probability of making a Type I error
Explanation

The significance level is the probability of rejecting the null hypothesis when it is true.

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