correlated dimensions

USAGE SUMMARY

The phrase "correlated dimensions" is correct and usable in written English.
It can be used in contexts such as data analysis, statistics, or any field where relationships between different variables or aspects are being discussed. Example: "In our study, we found that the correlated dimensions of income and education level significantly impact overall life satisfaction."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

From the structure proposed by Giacomoni and Hutz (2008) with six correlated dimensions (self, compared-self, non-violence, school, family, and friendship), the indices were not satisfactory (Table 1).

Psicologia: Reflexão e Crítica

Again, the faceted model with four correlated dimensions outperformed the single-factor approach, as the difference in the final deviances was statistically significant (Δ dev = 595.17, Δdf = 9, p < 0.001).

International Journal of STEM Education

In this paper, we offer a clarified account of global self-esteem as consisting of self-competence and self-liking and describe a revised instrument designed to measure the two correlated dimensions.

Personality and Individual Differences

Again, these are related to the film studies notion of pace, and they are the pertinent film-style variables to consider because, through componential analysis, Cutting (2016) found them to align with three orthogonal stimulus dimensions encompassing perhaps all of the various correlated dimensions of film style.

Cognitive Research: Principles and Implications

As proposed by several authors [81], [82], inclusion of too many of these climate variables may cause "over-fitting" problems, as many represent similar and highly correlated dimensions of climate.

Plosone

Three correlated dimensions were found: environmental factors, negative mood and positive mood.

BMC Psychiatry

Human-verified similar examples from authoritative sources

Similar Expressions

43 human-written examples

Alternatively, the frequency of low grunts was highly negatively correlated with dimension one in the EPM and positively correlated with dimension two (i.e. animals that grunted a lot were qualitatively scored as either unsure/nervous or agitated/angry) in both the EPM and OF tests.

Applied Animal Behaviour Science

However, in the OF the time spent exploring the pen was highly positively correlated with dimension one (r = 0.487, P = 0.001), but not with dimension two (r = −0.208, P = 0.161).

Applied Animal Behaviour Science

Dimensions correlated significantly (p < .05) moderate-to-high.

Psicologia: Reflexão e Crítica

This mathematical procedure reduces the number of possibly correlated variables (seven dimensions corresponding to the different differentiation times) to a smaller number.

BMC Genomics

These features are extremely regular in plan and cross-section, probably closely correlated to timber dimensions, and must have been made with great skill using perhaps shell picks or chisels (Fig.  6).

Human Ecology

Expert writing Tips

Best practice

When discussing statistical models, ensure you clearly define what each "dimension" represents to avoid ambiguity.

Common error

Be careful not to assume that because dimensions are "correlated" one necessarily causes the other. Correlation indicates a relationship, but further analysis is needed to establish causality.

Linguistic Context

The phrase "correlated dimensions" primarily functions as a descriptive term, often used as a noun phrase or adjective phrase in academic and scientific writing. As Ludwig AI exemplifies, it describes variables or features that exhibit a statistical relationship.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "correlated dimensions" is a phrase used to describe variables or aspects that exhibit a statistical relationship. As Ludwig AI confirms, the phrase is grammatically correct and primarily used in formal, scientific contexts to identify and analyze the relationships between different elements within a system or dataset. While the phrase itself is valid, it's crucial to avoid assuming causation from correlation. Remember to clearly define the dimensions you're discussing and be mindful of potential misinterpretations. Alternative phrases like "interrelated aspects" or "linked dimensions" can be used to add nuance or variety to your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Interrelated aspects

Emphasizes the mutual relationship between the aspects, suggesting they influence each other.

Linked dimensions

Highlights a connection or association between the dimensions.

Associated factors

Focuses on the factors and their relationships.

Connected variables

Implies a statistical or causal link between different variables.

Interdependent components

Suggests that the components rely on each other.

Related facets

Highlights different perspectives of the same concept and their link.

Mutually influencing elements

Clearly states that there's influence between elements.

Interwoven elements

Suggests that the elements are closely integrated.

Integrated components

Emphasizes the components' state of being unified.

Co-varying factors

Highlights that the factors change together.

FAQs

How is "correlated dimensions" used in data analysis?

In data analysis, "correlated dimensions" refers to variables or aspects that exhibit a statistical relationship, meaning changes in one dimension are associated with changes in another. This is often explored using techniques like correlation analysis or principal component analysis to understand the underlying structure of the data.

What are some alternative terms for "correlated dimensions"?

You can use alternatives such as "interrelated aspects", "linked dimensions", or "associated factors", depending on the specific context and nuance you want to convey.

In what fields is the phrase "correlated dimensions" commonly used?

The phrase "correlated dimensions" is commonly used in fields like statistics, psychology, physics, and engineering to describe relationships between different variables or parameters within a dataset or system.

How do I avoid misinterpreting "correlated dimensions"?

To avoid misinterpretations, remember that correlation does not equal causation. Just because two dimensions are correlated doesn't mean one causes the other; they may both be influenced by a third, unobserved variable, or the relationship could be coincidental.