Determining the Median of Five Median Numbers

  • Context: MHB 
  • Thread starter Thread starter Patty Kirk
  • Start date Start date
  • Tags Tags
    Median Numbers
Click For Summary
SUMMARY

The discussion centers on calculating the overall median income from five predetermined group medians: $35,628, $44,320, $45,615, $49,942, and $57,021. It is established that simply selecting the median of these five values does not yield the correct overall median due to the loss of individual group size and distribution information. The conclusion emphasizes that without knowing the sizes and distributions of the groups, determining the overall median is not feasible.

PREREQUISITES
  • Understanding of median calculations in statistics
  • Familiarity with group data analysis
  • Knowledge of how group sizes affect median outcomes
  • Basic statistical concepts related to data distribution
NEXT STEPS
  • Research the concept of weighted medians in statistics
  • Learn about data distribution and its impact on median calculations
  • Explore statistical software tools for group data analysis, such as R or Python's Pandas
  • Study examples of median calculations with varying group sizes and distributions
USEFUL FOR

This discussion is beneficial for statisticians, data analysts, and anyone involved in income analysis or group data interpretation.

Patty Kirk
Messages
1
Reaction score
0
Problem:
My goal is to show the median income among five different groups of people, where the median income for each group has already been determined. Is it as simple as choosing the median income of $ 45,615 since there are five numbers? Here is the information:

Group One's Median Income $35,628
Group Two's Median Income $44,320
Group Three's Median Income $45,615
Group Four's Median Income $49,942
Group Five's Median Income $57,021

Thank you very much; I hope I have followed the proper procedure in submitting this request as this is my first one.
 
Last edited by a moderator:
Physics news on Phys.org
There is no way to do that except in the special case where the individual groups all have the same median Too much information has been lost.
Even if all the groups are the same size you cannot do it. E.g. consider the two groups
19,19,19,21,99,100, median 20
17,18,19,21,22,23, median 20
If we bring in a third group of six with median 30, say, the overall median will depend on how many in it are below 20.
 
Last edited:

Similar threads

Replies
1
Views
5K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 5 ·
Replies
5
Views
5K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
1
Views
2K
  • · Replies 3 ·
Replies
3
Views
1K
  • · Replies 13 ·
Replies
13
Views
6K