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Question

If the median of a data is 61.54 less than its mode, then the median of the data exceeds its mean by _____. (Use the empirical formula to find the answer)

The correct answer is
30.77

Empirical Formula: Median Exceeds Mean

We are given the relationship between the median and mode:

Median = Mode - 61.54

This can be rewritten as:

Mode = Median + 61.54

Applying the Empirical Formula

The empirical relationship between mean, median, and mode for moderately skewed distributions is:

$Mode = 3 \times Median - 2 \times Mean$

Calculating Median - Mean Difference

Substitute the expression for the mode from the given information into the empirical formula:

$Median + 61.54 = 3 \times Median - 2 \times Mean$

Now, rearrange the equation to find the difference between the median and the mean (Median - Mean):

  1. Move the terms involving Mean to one side and others to the other side:

    $2 \times Mean = 3 \times Median - Median - 61.54$

  2. Simplify the equation:

    $2 \times Mean = 2 \times Median - 61.54$

  3. Isolate the difference (Median - Mean):

    $2 \times Median - 2 \times Mean = 61.54$

    $2 \times (Median - Mean) = 61.54$

  4. Solve for (Median - Mean):

    $Median - Mean = \frac{61.54}{2}$

    $Median - Mean = 30.77$

Therefore, the median of the data exceeds its mean by 30.77.

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Important Questions from Elementary Statistics (Notes)

  1. Let $X_1, X_2, X_3$ be a random sample of size 3 from an absolutely continuous distribution that is symmetric about 0. For $i=1,2,3$, let $R_i$ denote the rank of $|X_i|$ among $|X_1|, |X_2|$ and $|X_3|$. 

    If $T^+ = \sum_{i=1, X_i>0}^3 R_i$

     is the Willcoxon signed-rank statistic, then which of the following statements are true?, 

  2. Which of the following is the first step in calculating the median of data set?
    1. Average the middle two values of the data set
    2. Array the data
    3. Determine the relative weights of the data values in terms of importance
    4. Find the average distance of the observations in the data set from the mean
  3. The mean marks of the following distribution is:

    Marks Obtained   No. of Students
    8115
    354
    733
    5616
  4. The geometric mean of 100 observations is 25. If each observation is multiplied by 4, what will be the new geometric mean?
  5. The sum of deviations of the items from __________ ignoring signs is the least?
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