Univariate Numerical Data Analysis Task

A Univariate Numerical Data Analysis Task is a numerical data analysis task that accepts a univariate numerical dataset.

• Context:
  • It can be solved by a Univariate Numerical Data Analysis System (that implements a Univariate Numerical Data Analysis Algorithm).
• Example(s):
  • Univariate Numerical Outlier Detection.
  • …
• Counter-Example(s):
  • Multivariate Data Analysis.
  • Univariate Categorical Data Analysis.
• See: Univariate Continuous Outlier Detection.

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References

2013

• http://web.csulb.edu/~msaintg/ppa696/696uni.htm
  • QUOTE: Univariate analysis explores each variable in a data set, separately. It looks at the range of values, as well as the central tendency of the values. It describes the pattern of response to the variable. It describes each variable on its own.

     Descriptive statistics describe and summarize data. Univariate descriptive statistics describe individual variables.

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