significant correlation

USAGE SUMMARY

The phrase "significant correlation" is correct and usable in written English.
It is typically used in scientific or statistical writing to describe a relationship between two or more variables in which the degree of the relationship is considered important. For example, "A recent study found a significant correlation between exercise and mental health."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

A very high and significant correlation was obtained (r=0.95).

Nature

There was a significant correlation between the Palmer vote and socioeconomic status.

The Guardian

There was no significant correlation between the deliciousness of a sandwich and its structural integrity.

The Guardian

A significant correlation between qPCR and microarray values was found (Figure 2d).

Nature

Only data with significant correlation between ∆SO2 and ∆CO2 (R2 > 0.6) are included in Fig. S1.

Nature

No significant correlation was found (all corrected pvalues > 0.4; Simes correction for multiple comparisons39).

Nature

There was a significant correlation between OS and T-lymphocyte counts.

Nature

A significant correlation emerged between caudate LPFC connectivity in the right hemisphere and the DES score.

Nature

Above, we noticed significant correlation among many chromatin regulators and TFs at the constituents of SEs.

Nature

No significant correlation with any BACS subtest was observed for any of the identified clusters.

Nature

Significant correlation between incremental blood glucose and incremental appetite values was observed (P<0.001; r=0.32).

Nature

Expert writing Tips

Best practice

When reporting a "significant correlation", always specify the variables involved and, if possible, the strength and direction (positive or negative) of the correlation.

Common error

Do not assume that a "significant correlation" implies causation. Correlation indicates a relationship, but other factors might influence the variables.

Linguistic Context

The phrase "significant correlation" functions as a noun phrase, often used as a subject or object in a sentence to describe a statistically meaningful relationship between two or more variables. Ludwig provides numerous examples of its use in scientific and academic contexts.

Expression frequency: Very common

Frequent in

Science

55%

News & Media

25%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "significant correlation" is a frequently used phrase, as exemplified by Ludwig, to denote a statistically meaningful relationship between variables. Ludwig AI identifies it as grammatically correct and prevalent in science, news, and academic writing. When using this phrase, ensure you understand the difference between correlation and causation and appropriately specify the variables involved. Remember, a "significant correlation" suggests a relationship worth further investigation, but does not automatically prove that one variable causes the other.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

statistically significant correlation

Specifies the correlation has been confirmed with statistical methods.

important correlation

Highlights the significance of the correlation.

significant relationship

Highlights a notable connection between things.

noticeable correlation

Suggests the correlation is easily observed or evident.

strong correlation

Indicates the correlation is powerful or marked.

clear correlation

Implies the correlation is unambiguous and readily apparent.

substantial correlation

Emphasizes the correlation is considerable or of considerable amount.

evident correlation

Suggests the correlation is easily seen or understood.

marked correlation

Emphasizes the correlation is noticeable or distinct.

noteworthy correlation

Highlights the correlation is worth paying attention to.

FAQs

What does "significant correlation" mean in statistics?

In statistics, a "significant correlation" indicates that there is a statistically meaningful relationship between two or more variables, meaning the observed relationship is unlikely to have occurred by chance.

How do I use "significant correlation" in a sentence?

You can use "significant correlation" to describe the relationship between variables, such as: "The study found a "significant correlation" between education level and income."

What is the difference between correlation and causation when discussing a "significant correlation"?

A "significant correlation" only implies a relationship between variables, not that one variable causes the other. Causation requires further evidence and experimental design. Just because two things are correlated does not mean one causes the other.

What are some alternatives to "significant correlation"?

Depending on the context, you could use "strong relationship", "notable association", or "important link" to express a similar meaning.