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varSampStable

varSampStable

Calculate the sample variance of a data set. Unlike varSamp, this function uses a numerically stable algorithm. It works slower but provides a lower computational error.

Syntax

Alias: VAR_SAMP_STABLE

Parameters

Returned value

  • Returns the sample variance of the input data set. Float64.

Implementation details

The varSampStable function calculates the sample variance using the same formula as the varSamp:

(xmean(x))2(n1)\sum\frac{(x - \text{mean}(x))^2}{(n - 1)}

Where:

  • x is each individual data point in the data set.
  • mean(x) is the arithmetic mean of the data set.
  • n is the number of data points in the data set.

Example

Query:

Response: