Uncorrelate Meaning: Definition, Examples, and Translations

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uncorrelate

[ʌnˈkɔːrɪˌleɪt ]

Definition

^{Context #1 | Verb}

statistics

To remove the correlation between two variables, making them independent of each other.

Synonyms

decouple, disassociate, unlink.

Which Synonym Should You Choose?

Word	Description / Examples
uncorrelate	Typically used in statistical or data analysis contexts to indicate that two variables do not have a statistical relationship. The study aims to uncorrelate these economic indicators. It is hard to uncorrelate these attributes without extensive research.
decouple	Used in technical, mechanical, or system contexts to imply separation or independence of two components or systems. We need to decouple the software modules for better performance. Decoupling economic growth from environmental impact is essential.
disassociate	Often used in psychological, social, or organizational contexts where one entity needs to separate itself from another to avoid association. She wanted to disassociate herself from the negative publicity. The organization decided to disassociate from its past policies.
unlink	Commonly used in digital or IT contexts, specifically related to separating links or connections between online entities. It's easy to unlink your accounts from the settings menu. You should unlink the devices to prevent any security issues.

Examples of usage

By uncorrelating the data, we can better analyze the relationship between the variables.
After uncorrelating the variables, we observed a different pattern in the data.
The process of uncorrelating the data involves specific mathematical techniques.

Translations

To see the translation, please select a language from the options available.

Interesting Facts

Science

In statistics, two variables are considered uncorrelated if their correlation coefficient is zero, indicating no predictive relationship.
In signal processing, uncorrelating signals is crucial for clear communication, as it helps remove noise from data.
Research in psychology often investigates whether behaviors or traits are uncorrelated to determine the independence of variables.

Mathematics

In linear algebra, vectors are uncorrelated if their dot product equals zero, which indicates they are orthogonal.
Understanding uncorrelation is important for multiple regression analysis, where predictors should ideally be uncorrelated to provide accurate results.
Graphically, uncorrelated data points are scattered without any discernible pattern or trend on a scatter plot.

Pop Culture

In many detective stories, characters might try to uncorrelate seemingly random events to find hidden connections.
The idea of things being uncorrelated can be seen in films where characters' fates are independent, leading to unexpected outcomes.
Popular science books frequently discuss the importance of distinguishing uncorrelated variables when explaining complex phenomena.

Psychology

Studies have shown that people often mistakenly perceive correlations where none exist, highlighting the importance of identifying uncorrelated factors.
Cognitive biases can lead individuals to believe in connections, which researchers must control for by proving variables are uncorrelated.
Uncorrelation in personality traits can inform theories about human behavior and interactions, suggesting that one’s introversion does not predict their leadership skills.

Origin of 'uncorrelate'

Main points about word origin

The prefix 'un-' means 'not', so 'uncorrelate' tells you that something is not linked or related.
The root 'correlate' comes from Latin, meaning 'to relate together', combining 'cor-' (together) and 'relare' (to bring back).
The term is used primarily in statistical contexts to denote the absence of a relationship between data sets.

The word 'uncorrelate' is a combination of the prefix 'un-' meaning 'not' and the verb 'correlate' meaning 'to have a mutual relationship or connection'. The term is commonly used in statistics and data analysis to describe the process of removing the correlation between two variables. By uncorrelating variables, analysts aim to understand the independent impact of each variable on the outcome. The concept of uncorrelation plays a crucial role in various fields such as economics, psychology, and engineering.

See also: correlated, correlation, uncorrelated.