extent of correlation

USAGE SUMMARY

The phrase "extent of correlation" is correct and usable in written English.
It can be used when discussing the degree or level of relationship between two or more variables in statistical or analytical contexts. Example: "The extent of correlation between the two datasets indicates a strong relationship, suggesting that changes in one variable significantly affect the other."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

46 human-written examples

Nevertheless, the extent of correlation values differed from one trait pair to the other.

Scientia Horticulturae

Pearson's or the Product-Moment Correlation Coefficient analysis was used to justify the extent of correlation between the key parameters.

International Journal of Sustainable Built Environment

As an offshoot of this development, we also envisage an effective temperature that depends on the correlation time and the extent of correlation.

Chemical Physics

The extent of correlation between PUFI ratings and UNB skill of performance scores was moderate for [ldquo]ease of performance[rdquo] and [ldquo]usefulness of prosthesis[rdquo] categories (r[gt].47, P[lt].05).

Archives of Physical Medicine and Rehabilitation

Starting from a Langevin description of a particle submerged in a heat bath that offers a state dependent dissipation, we examine the noise-induced transport of a Brownian particle in the presence of two external, mutually correlated noises and envisage that in a symmetric periodic potential, the steady state current increases with an increase in the extent of correlation.

Chemical Physics

The correlation coefficient between the errors measures the extent of correlation between inorganic fertilizer and improved maize varieties adoption decisions.

Agricultural and Food Economics

Human-verified similar examples from authoritative sources

Similar Expressions

14 human-written examples

While the Pearson correlation coefficient helps to identify and quantify the extent of correlations, they are sensitive only to a linear relationship between the two variables under consideration.

Nature

We also investigated linkage disequilibrium since the extent of correlations between markers determine the ability to detect selection acting on nearby regions.

Plosone

In this β2 TG) line, waves were restored, although the spatial extent of correlations was reduced.

GigaScience

One important but unanswered question in BMI trajectory literature is the extent of correlations among BMI trajectory milestones [ 14].

BMC Medical Research Methodology

(C ) In addition to decreasing the spatial extent of correlations, a larger number of transitions also degraded the performance of the front-end nonlinearity model.

eLife

Expert writing Tips

Best practice

When discussing the "extent of correlation", specify the variables or factors being correlated to provide clear context. For example, instead of saying "the extent of correlation was high", say "the extent of correlation between X and Y was high".

Common error

Avoid assuming causation based solely on the "extent of correlation". Correlation does not equal causation, so further analysis is needed to determine the underlying relationship.

Linguistic Context

The phrase "extent of correlation" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes the degree or measure of a statistical relationship. Ludwig examples confirm this usage, showing it in contexts relating to analysis and measurement.

Expression frequency: Common

Frequent in

Science

90%

Formal & Business

5%

News & Media

5%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "extent of correlation" is a commonly used term, especially within scientific and academic fields, to describe the degree or measure of a statistical relationship between variables. Ludwig AI confirms its grammatical correctness and appropriateness for analytical contexts. While "extent of correlation" is widely used, it's essential to remember that correlation does not imply causation. To avoid misinterpretation, it's crucial to specify the variables being correlated and to avoid overgeneralizing findings based solely on correlation values. Alternatives like "degree of association" may be used depending on the context, but "extent of correlation" provides a clear and precise description of the relationship's strength.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

degree of association

Focuses on the level of connection or relationship, which is a broader term than just correlation.

strength of relationship

Emphasizes the robustness or intensity of the connection between variables.

level of interdependence

Highlights how much two or more things rely on each other, implying a correlation.

magnitude of association

Refers to the size or importance of the relationship.

correlation coefficient

This is a specific statistical measure of the correlation, not the general concept of the extent.

correlation factor

Refers to the element that contributes to the correlation. It's more about individual elements than the general 'extent'.

correlation index

Refers to the scale or measure of the association. More specific than "extent".

correlation power

Emphasizes the strength or influence of a correlation.

scope of interdependence

Highlights the range of mutual influence between the entities, which is a bit more broad than "correlation".

depth of association

Suggests the intensity or profundity of a relationship.

FAQs

How do you measure the "extent of correlation" between two variables?

The "extent of correlation" is typically measured using statistical methods such as Pearson's correlation coefficient, Spearman's rank correlation, or other measures depending on the type of data. Each provides a value indicating the strength and direction of the relationship.

What does a high "extent of correlation" signify?

A high "extent of correlation" indicates a strong statistical relationship between two variables, meaning that changes in one variable are closely associated with changes in the other. It doesn't necessarily imply causation, but suggests a significant association.

Can I use "degree of association" instead of "extent of correlation"?

Yes, "degree of association" is a suitable alternative. It emphasizes the level of connection or relationship, and can be used in similar contexts, though it is a slightly broader term.

How does the "extent of correlation" differ from causation?

The "extent of correlation" only measures the statistical relationship between variables, while causation implies that one variable directly influences another. A high "extent of correlation" does not guarantee causation; further experimental or theoretical evidence is needed to establish a causal relationship.