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determine the sample space of rolling a pair of dice and random variable D in getting the sum of numbers. Then, construct the discrete probability distribution and histogram

Question

determine the sample space of rolling a pair of dice and random variable D in getting the sum of numbers. Then, construct the discrete probability distribution and histogram

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Solution

Step 1: Determine the Sample Space

The sample space of rolling a pair of dice is all the possible outcomes that can occur. Since a die has 6 faces, rolling two dice can result in 36 possible outcomes. These are all combinations of two numbers from 1 to 6.

Step 2: Define the Random Variable D

The random variable D is defined as the sum of the numbers on the two dice. This can take on any value from 2 (if both dice show 1) to 12 (if both dice show 6).

Step 3: Construct the Discrete Probability Distribution

The discrete probability distribution of D is a list of probabilities associated with each of its possible values. It is calculated by dividing the number of outcomes that result in each value of D by the total number of outcomes.

Here is the distribution:

  • D=2: 1/36
  • D=3: 2/36
  • D=4: 3/36
  • D=5: 4/36
  • D=6: 5/36
  • D=7: 6/36
  • D=8: 5/36
  • D=9: 4/36
  • D=10: 3/36
  • D=11: 2/36
  • D=12: 1/36

Step 4: Construct the Histogram

The histogram is a graphical representation of the distribution. On the x-axis, you plot the possible values of D (from 2 to 12). On the y-axis, you plot the probabilities associated with each value. The height of each bar corresponds to the probability of each outcome.

For example, the bar for D=7 would be the tallest since 7 has the highest probability of occurring (6/36), while the bars for D=2 and D=12 would be the shortest since these outcomes have the lowest probabilities (1/36).

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Similar Questions

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