well correlated

USAGE SUMMARY

The term "well correlated" is an acceptable phrase in written English.
You could use it to describe a high degree of correlation between two sets of data. For example, you might say "The results of this study show a well correlated relationship between physical exercise and increased energy levels."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

We already know that autism diagnoses are well correlated to socio-economic status – rich people are more likely to get their kids diagnosed.

The Guardian

Issues with insomnia, depression, stress and anxiety are well correlated to an overly active amygdala.

TechCrunch

Specifically, how well correlated is ip to concentration?

Geochemical Transactions

These ions from the same metabolite should be well correlated.

Journal of Cheminformatics

The other events are not well correlated with historical tsunamis.

Progress in Earth and Planetary Science

Quantum chemical calculation results well correlated with experimental results.

International Journal of Industrial Chemistry

The effect of changing porosity and tortuosity was well correlated.

International Journal of Pharmaceutics

Values determined using both methods were well correlated.

Biosensors and Bioelectronics

The obtained results are well correlated with subjective analysis.

Journal of Sound and Vibration

The simulation results were fairly well correlated with experimental data.

International Journal of Solids and Structures

The values of are very well correlated to SNR, PSNR, and MSE, and well correlated to VSNR, but they are not at all correlated to SSIM.

EURASIP Journal on Image and Video Processing

Expert writing Tips

Best practice

When using "well correlated", ensure that the data supports a strong positive or negative relationship between the variables you're describing. Specify the strength of the correlation when possible using correlation coefficients (e.g., r = 0.8).

Common error

Avoid implying that "well correlated" variables have a cause-and-effect relationship. Correlation does not equal causation; further investigation is needed to determine causality.

Linguistic Context

The phrase "well correlated" functions as an adjective phrase that modifies a noun. It typically describes the degree to which two or more variables have a statistical relationship, either positive or negative. As Ludwig shows, it is often used in scientific and technical writing.

Expression frequency: Very common

Frequent in

Science

87%

News & Media

11%

Formal & Business

2%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "well correlated" signifies a strong statistical relationship between two or more variables. As Ludwig AI confirms, it is grammatically sound and frequently used, primarily within formal and scientific contexts. While conveying a relationship, remember not to confuse correlation with causation. Alternatives like "strongly associated" or "closely linked" can be used to express similar connections. By understanding its nuances and appropriate applications, you can effectively use "well correlated" to enhance the precision and clarity of your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

strongly associated

Emphasizes the strength of the association rather than the statistical correlation.

closely linked

Highlights the close connection between the elements.

highly related

Focuses on the high degree of relationship or relevance.

significantly associated

Highlights statistical significance of association.

in agreement

Implies alignment or consistency between data sets or observations.

consistent with

Suggests the data aligns with an established theory or observation.

in line with

Indicates a parallel or similar trend.

bears a relationship

A more generic way to describe some relationship exists.

demonstrates association

Emphasizes the demonstration of an association based on the data.

shows a connection

General way to indicate two things have influence on each other.

FAQs

How can I use "well correlated" in a sentence?

You can use "well correlated" to describe a strong statistical relationship between two variables. For example, "The level of education is "strongly correlated" with income potential."

What are some alternatives to using "well correlated"?

Depending on the context, you could use phrases like "strongly associated", "closely linked", or "highly related" to convey a similar meaning.

Is it appropriate to use "well correlated" in formal writing?

Yes, "well correlated" is suitable for formal and scientific writing when discussing statistical relationships or data analysis. Ludwig AI shows various scientific publications using this term.

How does "well correlated" differ from "correlated"?

"Well correlated" implies a strong degree of correlation, whereas "correlated" simply indicates that a relationship exists. The addition of "well" emphasizes the strength of the relationship.