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
Solution
To determine which table represents a valid probability distribution of a random variable , it is important to keep in mind two key rules that the probabilities must satisfy:
- The sum of all probabilities must equal 1.
- Each probability must be between 0 and 1 (inclusive).
Step 1: Analyze Each Table
- Table A: Check the sum of probabilities and if all values are between 0 and 1.
- Table B: Similarly, assess the probabilities in this table.
- Table C: Perform the same summation and check conditions.
- Table D: Finally, evaluate the probabilities in this table.
Step 2: Sum Calculation
For each table, sum the probabilities to check:
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 .
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.
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