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Which of the following tables represents the probability distribution of X?Table ATable BTable CTable D

Question

Which of the following tables represents the probability distribution of X?

  • Table A
  • Table B
  • Table C
  • Table D
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Solution

To determine which table represents a valid probability distribution of a random variable X X , it is important to keep in mind two key rules that the probabilities must satisfy:

  1. The sum of all probabilities must equal 1.
  2. Each probability must be between 0 and 1 (inclusive).

Step 1: Analyze Each Table

  1. Table A: Check the sum of probabilities and if all values are between 0 and 1.
  2. Table B: Similarly, assess the probabilities in this table.
  3. Table C: Perform the same summation and check conditions.
  4. Table D: Finally, evaluate the probabilities in this table.

Step 2: Sum Calculation

For each table, sum the probabilities to check:

Sum of probabilities=P(X1)+P(X2)+P(X3)++P(Xn) \text{Sum of probabilities} = P(X_1) + P(X_2) + P(X_3) + \ldots + P(X_n)

Step 3: Determine Valid Table

Upon calculating and analyzing the sums for each table, the one that meets both criteria will be the correct probability distribution table for X X .

Final Answer

Once the evaluations are complete, the table that satisfies the above conditions (summing to 1 and probabilities in the range of [0, 1]) is the answer. If you can provide the probability values for each table, I can conduct the analysis and definitively identify which one is correct.

This problem has been solved

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