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When ‘p’ = 0.5, the(a) Asymmetrical.(b) Symmetrical.(c) Both of above.(d) None of above

Question

When ‘p’ = 0.5, the

  • (a) Asymmetrical.
  • (b) Symmetrical.
  • (c) Both of above.
  • (d) None of above
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Solution

To determine the nature of the distribution when p=0.5 p = 0.5 :

  1. Break Down the Problem

    We need to assess whether a probability distribution is asymmetrical, symmetrical, both, or neither based on the value of p p .

  2. Relevant Concepts

    The parameter p p typically represents the probability of success in a binomial distribution. For a binomial distribution:

    • If p=0.5 p = 0.5 , the distribution is perfectly symmetrical around its mean.
    • If p p is less than or greater than 0.5 0.5 , the distribution becomes asymmetrical.
  3. Analysis and Detail

    • When p=0.5 p = 0.5 :
      • The distribution has equal probabilities of success and failure.
      • The mean of the distribution is equal to the median and mode, confirming its symmetry.
  4. Verify and Summarize

    Since p=0.5 p = 0.5 leads to a symmetrical distribution, we verify that there's no skewness. Thus, the information points to option (b) being correct.

Final Answer

(b) Symmetrical.

This problem has been solved

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