Calculating Mode and Median for Non-decreasing Series | Stats Homework Solution

In summary, the conversation discusses the calculation of the mode for a non-decreasing series of numbers and the use of the empirical formula to determine the relationship between the mode, median, and mean. However, it is noted that the empirical formula may not always hold true and can result in incorrect answers.
  • #1
jaus tail
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Homework Statement


Consider non-decreasing series of numbers: 1, 8, 8, 13, 14, 14, x, y, 18, 20, 31, 34, 38 and 40.
Median is 15
Calculate mode

Homework Equations


Median is middle term for odd number of terms and it's average of middle 2 terms for even number of terms.
3 Median = Mode + 2 Mean

The Attempt at a Solution


Given Median is 5
And 1, 8, 8, 13, 14, 14, x, y, 18, 20, 31, 34, 38 and 40---> this is even number of terms. 14 terms. Median is (x + y)/2
Which is 15
So x + y = 15 * 2 = 30
So we can calculate mean as Summation of numbers = 1 + 8 + 8 + 13 + 14 + 14 + x + y+ 18 + 20 + 31 + 38 + 40
which is 235
Divide by 14 gives mean which is 16.79
So 3 Median = Mode + 2 Mean.
This gives:
3 * 15 = Mode + 2 *16.79
Mode = 11.42

But book gives options:
14
16
18
Can't be determined and this is given to be correct answer.
 
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  • #2
jaus tail said:
3 Median = Mode + 2 Mean
That formula is incorrect. Where did you get it?

A counter-example is the sample 1, 1, 2
mode = 1
median = 1
mean = 4/3
3 * median = 3
Mode + 2 * mean = 3 + 2/3

There cannot be any equality relationship between mean, median and mode, since in some samples we can change the mean without altering the median or mode.
 
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  • #3
Book says about empirical formula.
For moderately symmetrical distribution: mode = 3 median + 2 mean
For symmetrical distribution: mode = mean = median.
Even google says above formula for empirical .
http://math.tutorvista.com/statistics/mean-median-and-mode.html
 
  • #4
jaus tail said:
Book says about empirical formula.
For moderately symmetrical distribution: mode = 3 median + 2 mean
For symmetrical distribution: mode = mean = median.
Even google says above formula for empirical .
http://math.tutorvista.com/statistics/mean-median-and-mode.html

Nevertheless, that is generally wrong. Your data sample has TWO modes: 8 and 14. I can easily devise data samples where the mode and the figure [3 median + 2 mean] can differ by hundreds.
 
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What is the difference between median and mode?

The median is the middle value in a set of data when the values are arranged in order. The mode is the value that occurs most frequently in a set of data.

How do you calculate the median?

To calculate the median, arrange the data in order from lowest to highest. If there is an odd number of values, the median is the middle value. If there is an even number of values, the median is the average of the two middle values.

How do you calculate the mode?

To calculate the mode, determine which value occurs most frequently in the data set. If there are multiple values that occur with the same frequency, the data set has more than one mode.

Which is a better measure of central tendency: median or mode?

The better measure of central tendency depends on the data set and its distribution. If the data set has outliers or is skewed, the median may be a better representation of the central value. If the data set is symmetrical and does not have any outliers, the mode may be a better representation of the central value.

Can the median and mode be the same value?

Yes, it is possible for the median and mode to be the same value. This would occur if that value is the most frequently occurring and also the middle value in the data set.

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