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CalcTree
This tool calculates the harmonic mean, a type of average that is particularly useful when dealing with rates or ratios and in handling datasets with extreme values.

Calculation

Inputs



x1
:2.00



x2
:0.00



x3
:0.00


Add more values

Output



Harmonic mean, H
:2.00


H=ni=1n1xiH = \dfrac{n}{\sum_{i=1}^{n}\frac{1}{x_i}}
Where:
  1. 
    
    is the harmonic mean
  1. 
    
    is the number of terms in the dataset
  1. 
    
    for
    
    to
    
    is a number in the dataset

💡Why are the values unitless?

Explanation

The harmonic mean is the reciprocal of the arithmetic mean of the reciprocals of a dataset. It is especially relevant when dealing with rates or ratios and in handling datasets with extreme values.

H=ni=1n1xi=n1x1+1x2+...+1xnH = \dfrac{n}{\sum_{i=1}^{n}\frac{1}{x_i}} = \dfrac{n}{\frac{1}{x_1}+\frac{1}{x_2}+...+\frac{1}{x_n}}
Characteristics of the harmonic mean:
  1. It is always less than or equal to the arithmetic and geometric mean for a given set of positive values
  2. It gives more weight to smaller numbers in the dataset, providing a more representative average in skewed distributions
Interpreting the harmonic mean:
  1. A lower harmonic mean indicates that the dataset contains some smaller numbers that significantly influence the average
  1. In scenarios involving rates or ratios, such as speed or density, the harmonic mean provides more accurate representation
  2. When the harmonic mean is compared with arithmetic and geometric means, it can provide insights into the skewness and distribution characteristics of the data.
Use cases of the harmonic mean:
  1. The harmonic mean of speeds at which you travel equal distances will give you the true average speed over the entire distance
  2. For analyzing investment portfolios, the harmonic mean can provide a more accurate measure of central tendency when evaluating the performance of diverse assets, particularly when dealing with rates of return, by minimizing the distortion effect of outliers.

Related Resources

Article: "Mean, Median, and Mode: Understanding the Differences" by Robert Niles

Book: "The Art of Statistics: Learning from Data" by David Spiegelhalter

Book: "Statistics in Plain English" by Timothy C. Urdan

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