interpret the correlation

USAGE SUMMARY

The phrase "interpret the correlation" is correct and usable in written English.
It can be used when discussing the analysis or understanding of a relationship between two or more variables in research or data analysis. Example: "In our study, we need to interpret the correlation between exercise frequency and overall health outcomes."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

To classify and interpret the correlation sizes, r z values were back-transformed to r values.

Sports Medicine - Open

External variables such as the achievement on the German PISA reading literacy test might help interpret the correlation between the two English language constructs.

Large-scale Assessments in Education

It is able to identify and to interpret the correlation structure among different meteo-climatic descriptors measured in different sampling sites.

Measurement

Moreover, a model has been developed to interpret the correlation between the GA-coating weight of the PHS and the penetration depth based on the heat input per unit thickness of the sheet.

Surface and Coatings Technology

We interpret the correlation between enhanced odor sensitivity and agreeableness to indicate that high olfactory sensitivity might mirror increased interest in social matters including social odors.

Plosone

We therefore interpret the correlation between patient score and ACI in this study as independent of IL-6 levels.

BMC Infectious Diseases

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

Associated landscape and insect index scaling profiles helped to interpret the correlations found.

Ecological Indicators

Some of the detected correlations are harder to interpret: The correlations between intended operation, and chemoregime and the microarray data are probably not based on direct causal relationships.

BioData Mining

To interpret the correlations between the HCC clinical status and the CD44 rs187115 genetic variant, we compared the CD44 rs187115 genotypic frequencies with the clinical status in 203 HCC patients.

BioMed Research International

In our view, it is difficult to interpret the correlations reported in these small data sets and their bearing on the importance of acute physiological growth hormone and testosterone responses to hypertrophy.

European Journal of Applied Physiology

While interpreting the correlation analysis, we used the categorization in [43], where correlation coefficients (in absolute value) which are ≤0.35 are considered as low or weak correlations, 0.36≤r,ρ≤0.67 modest or moderate correlations, and 0.68≤r,ρ≤1 strong or high correlations.

EURASIP Journal on Image and Video Processing

Expert writing Tips

Best practice

When discussing research results, clearly state the statistical method used to calculate the correlation before you "interpret the correlation". This provides context for your interpretation.

Common error

A common mistake is to assume causation when you "interpret the correlation". Remember, correlation does not equal causation; other factors might be at play.

Linguistic Context

The phrase "interpret the correlation" serves as a directive or description of a cognitive process, primarily functioning as a verb phrase indicating the act of explaining or understanding a statistical relationship. Ludwig AI confirms its usability.

Expression frequency: Uncommon

Frequent in

Science

90%

News & Media

5%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "interpret the correlation" is grammatically sound and functions as a directive to understand and explain the statistical relationship between variables. As Ludwig AI confirms, it is suitable for use in written English, particularly in academic and research contexts. Common pitfalls include overstating causation based solely on correlation. Related phrases offer alternative ways to express the act of understanding relationships, and it's crucial to consider factors like sample size and confounding variables for accurate interpretation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

analyze the relationship

Focuses on a broader examination of how two or more variables are connected, rather than specifically interpreting a correlation coefficient.

explain the association

Highlights the act of making the connection understandable, rather than just assessing the correlation.

understand the connection

Emphasizes comprehension of the link between variables, rather than the formal interpretation of a correlation.

decipher the link

Implies uncovering a less obvious or more complex relationship than a simple correlation.

make sense of the relationship

Focuses on creating a coherent understanding of the link, rather than a statistical interpretation.

elucidate the connection

Suggests bringing clarity to a previously unclear relationship, going beyond just interpreting the correlation.

determine the significance of the correlation

Addresses the importance or relevance of the correlation, adding a layer of evaluation.

assess the relationship

Implies a general evaluation of the connection, which might include more than just the correlation.

contextualize the correlation

Highlights placing the correlation within a broader framework for better understanding.

draw conclusions from the correlation

Emphasizes using the correlation to form broader insights or judgements.

FAQs

How can I use "interpret the correlation" in a research paper?

In a research paper, you can use "interpret the correlation" to explain the meaning and implications of a statistical relationship between two or more variables. For instance, "We must carefully "interpret the correlation" between variable A and variable B in the context of our study's limitations."

What's the difference between "interpret the correlation" and "analyze the relationship"?

"Interpret the correlation" specifically refers to explaining the statistical relationship, whereas "analyze the relationship" is broader and includes examining all aspects of how variables are connected, not just the correlation coefficient.

When is it appropriate to use "interpret the correlation" in a report?

It is appropriate when you have conducted a correlation analysis and need to explain the meaning, strength, and direction of the relationship. Ensure you also discuss any limitations or potential confounding factors when you "interpret the correlation".

What factors should I consider when I "interpret the correlation"?

Consider the strength and direction of the correlation coefficient, the sample size, the presence of outliers, and potential confounding variables. Remember to contextualize your interpretation within the existing literature.