correlation

From Glossary of Meteorology
  1. In general, a mutual relationship between variables or other entities.

In statistical terminology, it is a form of statistical dependence.

  1. When used without further qualification, the statistical term correlation usually refers to simple, linear correlation between two variables x, y and is measured by the product-moment coefficient of correlation ρ or its sample estimate r defined as follows, where the respective population mean values of x and y are denoted by ξ and ζ, the respective standard deviations by σ(x) and σ( y), and where E is the expected value:
    ams2001glos-Ce41
    ams2001glos-Ce42

    The product moment E[(x - ξ) (y - ζ)] is usually called the covariance of x and y. In connection with correlation, the word "simple" is used in contradistinction to other qualifiers such as "multiple" or "partial." The word "linear" refers to a linear relationship between the two variables, or more precisely, to a linear approximation of the regression function of either variate with respect to the other.
    See autocorrelation, multiple correlation, partial correlation.

  2. See correlation coefficient.
Copyright 2024 American Meteorological Society (AMS). For permission to reuse any portion of this work, please contact permissions@ametsoc.org. Any use of material in this work that is determined to be “fair use” under Section 107 of the U.S. Copyright Act (17 U.S. Code § 107) or that satisfies the conditions specified in Section 108 of the U.S.Copyright Act (17 USC § 108) does not require AMS’s permission. Republication, systematic reproduction, posting in electronic form, such as on a website or in a searchable database, or other uses of this material, except as exempted by the above statement, require written permission or a license from AMS. Additional details are provided in the AMS Copyright Policy statement.