Calculating Mean, Median or Mode for Ace-Inhibitor Patients

  • Thread starter Thread starter Nikki10
  • Start date Start date
  • Tags Tags
    Mean Median Mode
Click For Summary
SUMMARY

The discussion centers on calculating the central tendency (mean, median, mode) for ace-inhibitor patients based on provided measurements. The dataset includes values such as 0.0, 12.5, 13.6, and others, revealing a skewed distribution. Participants agree that the median (12.5) is the most appropriate measure due to the presence of outliers (0.0 values), which significantly affect the mean (9.8). The consensus is that the median provides a more accurate representation of the central tendency in this scenario.

PREREQUISITES
  • Understanding of central tendency concepts: mean, median, mode
  • Familiarity with data skewness and its impact on statistical measures
  • Basic knowledge of outlier detection in datasets
  • Ability to perform calculations with numerical data
NEXT STEPS
  • Study the implications of skewness on statistical analysis
  • Learn about outlier detection methods in datasets
  • Explore the differences between mean, median, and mode in various contexts
  • Investigate the use of statistical software for calculating central tendency
USEFUL FOR

Statisticians, data analysts, healthcare researchers, and students studying statistics or data analysis techniques.

Nikki10
Messages
8
Reaction score
0

Homework Statement



You are asked to estimate of the most common level of a ace-inhibitor taken by patients who take the drug. Give your best estimate of central tendency.

These are the measurements
0.0 12.5 13.6 14.5 12.0 13.2
0.0 0.0 13.1 14.2 12.5 12.2


Homework Equations



Mean, Median or mode

The Attempt at a Solution



I know it is definitely not the mode. I am stuck between the mean and the median. The median should be used when skewed data is present because it is less sensitive to outliers. This data is skewed because the median (12.5) is greater than the mean (9.8)

However, should those patients with measurements of be considered outliers because three of them had this measurement.

Help please
 
Physics news on Phys.org
Yes, those "0"s are definitely outliers!
 
I agree that the median would be the best estimate of central tendency, but the phrase "You are asked to estimate of the most common level" stick out at me. That wording isn't often used as a description of what either the mean or median provide.
 

Similar threads

Replies
1
Views
7K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 4 ·
Replies
4
Views
22K
Replies
1
Views
2K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 6 ·
Replies
6
Views
7K