justify the correlation

USAGE SUMMARY

The phrase "justify the correlation" is correct and usable in written English.
It can be used when you need to explain or provide reasoning for a relationship or connection between two or more variables or concepts. Example: "In our research, we need to justify the correlation between exercise frequency and mental health improvements to support our findings."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

This observation would justify the correlation of the anti-aging therapy with the cutaneous phototype.

Clinical, Cosmetic and Investigational Dermatology

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

Nāgārjuna advances important arguments justifying the correlation between the conventional truth vis-à-vis dependent arising, and emptiness vis-à-vis ultimate truth.

SEP

This might justify the weak correlations between visual function as measured with CSF or light distortion and aberrations.

BioMed Research International

This could justify the moderate correlations found, since HRQOL is only part of the priority construct and not its whole constituent.

BMC Health Services Research

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

This may justify the lack of correlation between IFAT titer and creatinine serum concentration found in our study.

BioMed Research International

Thus, we need to explain these low values of the correlation coefficient to justify the columnar organizations in IT in addition to the relative difference in correlation coefficient values depending on the spatial relationship among the cells.

Cerebral Cortex

Even if this is interpreted as a causal relationship, however, it is not a strong enough correlation to justify the debt panic of recent years.

The New York Times

Evaluation and estimation of adsorption data with Langmuir and Freundlich isotherm well justify the results based on their correlation coefficient and error analysis confirm that Langmuir model is good model with adsorption capacity of 109.17 and 115.34 mg g−1 in single system and 95.69 and 102.99 mg g−1 in binary system for MB and CV, respectively.

Ultrasonics Sonochemistry

Then multilevel linear regression was applied to justify the effects of intra cluster correlation.

Health and Quality of Life Outcomes

An implication of this insight is that present values of cash flows must also quantitatively justify the observed volatility and cross-correlations of asset returns.

Duke University

Expert writing Tips

Best practice

When using "justify the correlation", ensure you provide clear and logical reasoning supported by evidence. Avoid vague statements and aim for specific explanations of the relationship between the variables.

Common error

A common mistake is to state that a correlation exists without providing adequate justification. Always elaborate on the underlying reasons or mechanisms that support the observed correlation.

Linguistic Context

The phrase "justify the correlation" functions as a purpose connector, linking an action (justifying) to the reason or basis (the correlation). As Ludwig AI states, this usage is correct and appropriate in written English, indicating a need to explain or provide reasoning for a relationship.

Expression frequency: Common

Frequent in

Science

70%

Academia

15%

News & Media

10%

Less common in

Formal & Business

3%

Encyclopedias

1%

Reference

1%

Ludwig's WRAP-UP

In summary, the phrase "justify the correlation" is a grammatically correct and frequently employed expression, as confirmed by Ludwig AI, primarily used to provide a logical rationale or explanation for a relationship between variables. It is particularly common in scientific and academic contexts, where rigor and evidence-based reasoning are paramount. While alternatives like "explain the correlation" or "validate the correlation" exist, "justify the correlation" specifically implies providing a strong, defensible basis for the observed relationship. When using this phrase, it's crucial to offer clear and specific explanations, avoiding vague statements that lack supporting evidence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

explain the correlation

Focuses on elucidating the relationship rather than providing a justification.

validate the correlation

Emphasizes confirming the accuracy and reliability of the correlation.

substantiate the correlation

Highlights the need for evidence to support the correlation.

support the correlation

Indicates providing evidence or reasons to back up the correlation.

rationalize the correlation

Focuses on providing a logical explanation for the correlation.

defend the correlation

Implies arguing in favor of the correlation, often against criticism.

account for the correlation

Explains the reasons or causes behind the observed correlation.

give reasons for the correlation

Directly asks for the reasons that explain the correlation.

demonstrate the basis for the correlation

Show or prove the foundation or reasoning behind the correlation.

prove the correlation

Focuses on showing that the correlation is real and accurate.

FAQs

How can I use "justify the correlation" in a sentence?

You can use "justify the correlation" when you want to provide reasoning or evidence for a relationship between two variables. For example: "Further research is needed to "justify the correlation" between exercise and improved mood".

What does it mean to "justify a correlation"?

To "justify a correlation" means to provide evidence, reasoning, or explanation that supports the existence and validity of a relationship between two or more variables.

What are some alternatives to "justify the correlation"?

Alternatives include "explain the correlation", "validate the correlation", or "support the correlation". Each emphasizes a slightly different aspect of the relationship.

In what contexts is it appropriate to use "justify the correlation"?

It's most appropriate in academic, scientific, or formal settings where you need to provide a rational basis for observed relationships. Less formal contexts might benefit from using simpler alternatives like "explain" or "show the connection".