complex correlation

USAGE SUMMARY

The phrase "complex correlation" is correct and usable in written English.
It can be used when discussing intricate relationships or connections between variables or factors in various fields such as statistics, psychology, or data analysis. Example: "The study revealed a complex correlation between socioeconomic status and educational attainment, indicating that multiple factors influence this relationship."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

But there may be a complex correlation.

The New York Times - Magazine

Nonlinear models are also better at handling the complex correlation of multiple variables.

Harvard Business Review

However, the study of the complex correlation between urbanization and the Critical Zone remains understudied.

Developments in Earth Surface Processes

New, purely information theoretic methods should allow us to search for low dimensional relevant subspaces even when stimuli have all the complex correlation structure of fully natural signals.

Princeton University

To assert that myths disclose more than ritual ever can is an oversimplification of the complex correlation of these two important aspects of religion.

Encyclopedia Britannica

The simulation results show the complex correlation between each parameter on defect inspection efficiency and also show that 10-watt EUV source power and 100 nm pixel size are needed to capture a phase defect of height 0.5 nm.

University of California, Berkeley

Some researches have been done in this field and shown that there was a complex correlation between its configuration and the efficiency of the separation.

Journal of Hazardous Materials

To date, apart from few small test setups, there are no operational opportunistic networks where measurements could reveal the complex correlation of these features of human relationships.

Computer Communications

The dynamic parameters of a fluidized bed are reflection of the complex correlation between particle particle and particle bubble in a system.

Chemical Engineering Science

From an ensemble of complex signals, a complex correlation matrix is formed, and its complex eigensolution is the basis of the decomposition (like a complex singular value decomposition).

Journal of Sound and Vibration

The particular questions I am addressing include how the complex correlation structure within clusters affects the sample size and power of the trial, and how to analyze data from such trials efficiently, taking into account the correlation structure and the issue of missing data.

Harvard University

Expert writing Tips

Best practice

When discussing intricate relationships between multiple variables, use "complex correlation" to accurately convey the multifaceted nature of the connection. Be specific about which variables are involved and the nature of their relationship to ensure clarity.

Common error

Avoid using "complex correlation" as a vague descriptor. Instead, clearly articulate the specific variables involved and the nature of their relationship. For instance, instead of stating "there's a complex correlation", specify that "there is a complex correlation between socioeconomic status, access to healthcare, and educational outcomes."

Linguistic Context

The phrase "complex correlation" functions primarily as a noun phrase, often used to describe a relationship between variables that is not simple or straightforward. Ludwig AI shows that it appears in various academic and scientific contexts.

Expression frequency: Very common

Frequent in

Science

63%

Academia

20%

News & Media

7%

Less common in

Encyclopedias

2%

Formal & Business

2%

Wiki

0%

Ludwig's WRAP-UP

In summary, "complex correlation" is a grammatically sound and frequently used phrase, particularly within scientific and academic domains. As Ludwig AI indicates, the term effectively conveys the intricate relationships between variables, urging a nuanced analysis. While alternatives like "intricate correlation" or "multifaceted correlation" exist, the core message remains consistent: a recognition of the elaborate interplay among factors. To ensure precision, always clearly specify the variables and the nature of their connection to avoid overgeneralization.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

intricate correlation

This alternative replaces "complex" with "intricate", emphasizing the detailed and elaborate nature of the relationship.

complicated correlation

Replacing "complex" with "complicated" highlights the difficulty in understanding or analyzing the relationship.

multifaceted correlation

This phrase emphasizes the many different aspects or dimensions of the correlation.

sophisticated correlation

Using "sophisticated" suggests that the correlation involves advanced or subtle interactions.

elaborate correlation

Similar to "intricate", this highlights the detailed and carefully constructed nature of the correlation.

involved correlation

This alternative indicates that the correlation requires a deep understanding of the variables involved.

intertwined correlation

Replacing "complex" with "intertwined" emphasizes the close connection and mutual influence between the variables.

convoluted correlation

This phrase suggests that the correlation is complex and difficult to follow or understand due to numerous twists and turns.

nonlinear correlation

This alternative specifies the type of correlation, indicating that the relationship is not directly proportional.

networked correlation

This emphasizes the interconnectedness of multiple variables within the correlation, like a network.

FAQs

How can I use "complex correlation" in a sentence?

You can use "complex correlation" to describe intricate relationships between variables. For example: "The study revealed a "complex correlation" between environmental factors and disease incidence."

What's the difference between "complex correlation" and "intricate relationship"?

"Complex correlation" specifically implies a statistical relationship, whereas "intricate relationship" is a broader term applicable to any detailed or involved connection. The term "intricate relationship" does not necessarily imply a statistical measure.

What can I say instead of "complex correlation"?

Depending on the context, you can use alternatives like "intricate correlation", "complicated correlation", or "multifaceted correlation".

In what fields is the term "complex correlation" commonly used?

The term "complex correlation" is frequently used in fields such as statistics, data analysis, social sciences, environmental science, and genetics to describe intricate relationships between multiple variables.