Probability distributions using 4 dice

In summary, the probability of X being equal to a certain number (x) on four dice can be calculated using the formula (x/6)^4, for x = 1,2,3,4,5,6. The values in the table show the probabilities for each possible outcome. To find the probability for a specific x, you can subtract all the previous probabilities to the left from the probability of X being less than or equal to x.
  • #1
i_love_science
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Moved from a technical forum,
Let X denote the largest number shown on the four dice. P(X ≤ x) = (x/6)4 , for x = 1,2,3,4,5,6.
Complete the following table:
x123456
P(X=x)1/129615/129665/1296175/1296369/1296671/1296

The values in red are the answers, I don't understand how the answers were found. Thanks.
 
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  • #2
Do you know that ##P(X \leq x) = P(X = 0) + \dots + P(X=x)##? To find ##P(X=x)## you work out ##(x/6)^4## and then subtract all of the previous probabilities to the left.
 
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Likes i_love_science
  • #3
@i_love_science, you will have to make an attempt at a solution if you want more help.
 
  • #4
Try to figure out the answer for x=2. If you can figure it out, it will show you a path to do the higher numbers.
 

1. What is the probability of rolling a sum of 10 with 4 dice?

The probability of rolling a sum of 10 with 4 dice is 27.8%. This can be calculated by finding the number of possible combinations that result in a sum of 10 (12 combinations) and dividing it by the total number of possible combinations with 4 dice (1296 combinations).

2. How many different outcomes are possible when rolling 4 dice?

There are 1296 different outcomes possible when rolling 4 dice. This can be calculated by taking the total number of faces on the dice (24) and raising it to the power of the number of dice (4).

3. What is the most likely outcome when rolling 4 dice?

The most likely outcome when rolling 4 dice is a sum of 14. This can be calculated by finding the mode of the probability distribution, which is the value with the highest frequency of occurrence.

4. What is the probability of rolling a double with 4 dice?

The probability of rolling a double with 4 dice is 13.9%. This can be calculated by finding the number of possible combinations that result in a double (6 combinations) and dividing it by the total number of possible combinations with 4 dice (1296 combinations).

5. How does the probability distribution change if one die is removed from the roll?

The probability distribution changes significantly if one die is removed from the roll. The total number of outcomes decreases to 216, and the probability of rolling certain sums or combinations changes accordingly. For example, the probability of rolling a sum of 10 decreases from 27.8% to 16.2%.

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