Probability, Random Variables, and Probability Distributions
How does the probability distribution of a sum of two identical dice change compared to a single die roll?
Only even sums will occur
All values are less likely
It does not change from a single die roll
More values and more likely outcomes for middle sums
Which rule should you apply if you need to calculate the variance of a new variable created by multiplying a random variable with an independent constant?
Multiply each observation by that constant before calculating variance.
Square root each observation multiplied by that constant before calculating variance.
Multiply the variance of the original variable by the square of that constant.
Add that constant to each observation before calculating variance.
Given two independent random variables and that both follow standard normal distributions, what is when ?
.25
.50
.75
.00
What is the probability that at least one out of two independent events will occur if Event A has a probability of occurring as and Event B has ?
P(A and B) = P(A) * P(B)
P(A or B) = P(A) + P(B)
P(A or B) = P(A) * P(B)
P(A or B) = P(A) + P(B) - P(A)*P(B)
If X and Y are independent random variables with known distributions, what is the probability distribution of the sum (X + Y) if X has a mean of 5 and standard deviation of 2, and Y has a mean of 3 and standard deviation of 4?
Normal distribution with a mean of 15 and standard deviation of
Uniform distribution between the minimum possible value of X+Y and maximum possible value
Normal distribution with a mean of 8 and standard deviation of
Binomial distribution with parameters n = 8 and p = 5/8
If X and Y are independent random variables with means of 30 and 50 respectively, what is the expected value (mean) of their sum (X+Y)?
Less than or equal to 20.
Between 60 and 70.
Greater than or equal to 90.
If an experiment consists of choosing one card randomly from a standard deck and then tossing a fair coin, what response do we expect for the variance of combined outcomes?
It appears easy to take sum of one or another but remember – we're talking about how varied results can be not their commonality or frequency.
The temptation might be thinking this situation requires taking average but actually since chances are not related we don't combine like that.
The product of deck shuffling variance and coin tossing variance since the events are independent and combined variance multiplies, they must be thought together.
Since cards and coins have different types of chances adding them up as if they were alike isn't correct approach we need to multiply.

How are we doing?
Give us your feedback and let us know how we can improve
If two independent random variables X and Y both have a mean of 10 and standard deviations of 2 and 3 respectively, what is the standard deviation of the sum (X + Y)?
Approximately 4.47
Approximately 3.61
Exactly 2
Exactly 5
If X and Y are independent random variables with means of 10 and 20 respectively, what is the mean of the sum (X+Y)?
30
15
200
Cannot be determined from the given information
Two random variables X and Y have means of 25 and 35 and standard deviations of 8 and 12, respectively. If Z = X + 2Y, what is the mean of Z?
95
70
60
32