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Question

The Excess Kurtosis of the Geometric distribution with parameter p is:

This question was previously asked in
SSC CGL 2018 (Tier 2) Statistics Previous Year Paper (22-feb-2018)
The correct answer is \(6 + \dfrac{p^2}{1-p}\)

For a Geometric distribution with parameter \(p\) (counting failures before first success, support \(k=0,1,2,\ldots\)), the standard formula for excess kurtosis is:

\[\gamma_2 = \frac{p^2}{1-p} + 6\]

This is derived from the fourth central moment divided by the square of the variance, minus 3. Matching with the options, the answer is \(6 + \dfrac{p^2}{1-p}\).

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Similar Questions

  1. If the data are skewed, which option of central tendency measure is the most unreliable indicator?

  2. For a distribution, the mean is 10, variance is 16, γ 1is + 1 and β 2is 4. The distribution is:

  3. For the discrete distribution, the Pearson's coefficient of skewness β 2is always:

  4. 60% of the employees of a company are college graduates. Of these, 10% are in sales. Of the employees who did not graduate from college, 80% are in sales. The probability that an employee selected at random is in sales, is:

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Important Questions from Basics of Probability

  1. If the data are skewed, which option of central tendency measure is the most unreliable indicator?

  2. Events A, Band C are mutually exclusive events such that \(P(A) = \dfrac{3x + 1}{3}, P(B) = \dfrac{1-x}{4}\)and \(P(C) = \dfrac{1-2x}{4}\)The set of possible values of x are in the interval

  3. Let A, B be two events in a discrete probability space with ℙ(A) > 0 and ℙ(B) > 0. Which of the following are necessarily true?

  4. For a distribution, the mean is 10, variance is 16, γ 1is + 1 and β 2is 4. The distribution is:

  5. For the discrete distribution, the Pearson's coefficient of skewness β 2is always:

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