correlation

Variables moving together

Correlation is a relationship or connection between things, especially one where changes in one accompany changes in another: There's a strong correlation between smoking and lung cancer.

In statistics, correlation measures how closely two variables move together.

A positive correlation means both rise or fall together; a negative correlation means one rises as the other falls.

Crucially, correlation doesn't imply causation—two things can move together without one causing the other.

statistical

coefficient

Number multiplying a variable

p-value · covariance · significance · scatterplot · bivariate · multivariate · chi-square · t-test · z-score · linear

pattern

trend

Direction of change

  • sequenceOrdered succession of elements
  • rhythmPatterned stress and silence
  • cycleRepeating sequence of events

regularity · symmetry · structure · matrix · arrangement · periodicity · oscillation · fluctuation · waveform · signal

causation

causation

Production of effects

fallacy · illusory · misattribution · oversimplification · confound · directionality · association · covariation · mechanism · explanation

relationship

association

Group with shared aim

interrelation · correspondence · parallel · affinity · tie · nexus · covariation · mutual · reciprocal · concomitant

variables

independent

Free from external control

outcome · moderator · mediator · confounding · extraneous · control · continuous · categorical · binary · ordinal

stratigraphy

strata

Parallel geological layers

unconformity · geological

Categories
Opposites
statistical relationship

correlationindependence

Freedom from external control

randomness · noise · orthogonality · decorrelation · negative correlation

logical/conceptual connection

correlationdisconnection

State of being severed

disassociation · independence · unrelatedness · incongruity · dissociation

direction of relationship

correlationnegative correlation

When increases predict decreases

inverse relationship · opposition

Phrases
Family

correlative, correlating, correlations, correlational

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