underlying relationships

USAGE SUMMARY

The phrase "underlying relationships" is correct and usable in written English.
It can be used when discussing fundamental connections or associations between concepts, variables, or entities in various contexts, such as research, analysis, or social sciences. Example: "The study aims to uncover the underlying relationships between economic factors and consumer behavior."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This is done by capturing the most dominant underlying relationships between the model's inputs and outputs.

Nuclear Engineering and Design

In this work, a whole range of pulses were designed to demonstrate the underlying relationships.

Journal of Magnetic Resonance

There exists underlying relationships from topic words to the content which can contribute to summarization task.

Expert Systems with Applications

Also, Regression models usually have their own model specific assumptions and predefined underlying relationships between dependent and independent variables.

Journal of Big Data

More importantly, the underlying relationships between transport emissions and changes in forest management and industry infrastructure have not been explored.

Carbon Balance and Management

We demonstrate the importance of investigating the underlying relationships and then utilize this information in formulating robust structures.

Decision Support Systems

However, most regression models have their own model assumptions and pre-defined underlying relationships between dependent and independent variables.

Accident Analysis & Prevention

This study aimed to quantify the underlying relationships between implant geometry as input and its performance metrics as output.

The Knee

MI measures how much information a feature contains about the class without making any assumptions about the nature of their underlying relationships.

Brain Informatics

The underlying relationships between DNA sequences, structure and flexibility is only partially understood, owing to the delicate nature of a number of competing weak forces.

Chemistry Central Journal

The underlying relationships between microstructure and properties were briefly discussed in each case in the light of some possible applications of these eutectics.

Acta Materialia

Expert writing Tips

Best practice

When discussing complex systems or data sets, use "underlying relationships" to emphasize the importance of understanding the fundamental connections driving the observed phenomena.

Common error

Avoid assuming that correlation implies causation when interpreting "underlying relationships". Always consider the possibility of confounding variables that may influence the observed associations.

Linguistic Context

The phrase "underlying relationships" functions as a noun phrase, typically serving as the object of a verb or preposition. It refers to the fundamental connections or associations that exist between different elements or concepts. Ludwig provides numerous examples in scientific and academic contexts.

Expression frequency: Very common

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 "underlying relationships" is a common and grammatically sound expression used to describe the fundamental connections between entities, particularly in science and academia. As confirmed by Ludwig, its primary function is to pinpoint and analyze these core associations, aiding in the interpretation of complex systems. While "underlying relationships" enjoys frequent use in formal and scientific contexts, caution should be exercised to avoid mistaking mere correlation for causation. Alternatives such as "fundamental connections" and "inherent links" can provide nuanced expressions of the same concept.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

fundamental connections

Focuses on the basic and essential nature of the connection.

basic associations

Highlights the simple and foundational links between elements.

inherent links

Emphasizes that the connections are naturally existing and intrinsic.

intrinsic connections

Stresses the internal and essential nature of the relationships.

root causes

Shifts focus to the causal factors that are at the origin of an issue.

causal mechanisms

Highlights the process through which one thing causes another.

core dynamics

Focuses on the essential interactions that drive a system.

deep seated connections

Stresses the deeply ingrained and often difficult-to-detect nature of relationships.

hidden dependencies

Highlights the covert and often unseen ways that things rely on each other.

covert associations

Emphasizes the secret or not openly displayed nature of relationships.

FAQs

How can I use "underlying relationships" in a research paper?

In research papers, "underlying relationships" is useful for describing the fundamental connections you aim to uncover through your study. For example, "This study seeks to identify the "underlying relationships" between exercise and mental health".

What are some alternatives to "underlying relationships"?

Depending on the context, you can use alternatives like "fundamental connections", "basic associations", or "inherent links" to convey similar meanings.

When is it appropriate to use "underlying relationships" in a formal context?

Use "underlying relationships" in formal contexts such as academic papers, business reports, or scientific articles when you need to emphasize the fundamental connections or associations between different variables or concepts. Ensure your analysis is thorough and supported by evidence.

What is the difference between "underlying relationships" and "superficial correlations"?

"Underlying relationships" refer to the fundamental connections that explain why certain variables are associated, while "superficial correlations" describe associations that may appear significant but lack a deeper causal explanation. Understanding the "underlying relationships" requires deeper analysis to avoid misinterpreting mere correlations as meaningful insights.