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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
By linkage
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "By linkage" is correct and usable in written English.
It can be used to describe a connection or relationship between two or more things, often in a technical or academic context. Example: "The results of the study were significant by linkage to previous research findings."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(6)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
By "linkage," I mean connections among policy systems that allow for emission reduction efforts to be redistributed across systems.
News & Media
By linkage of registers, recurrent events and double counts can be excluded.
Figure 1 An example of falsely anchored scaffolds revealed by linkage map and syntenic analysis.
Science
Additional information was obtained by linkage to the hospital's electronic birth record.
However, the use of landraces for breeding is often hampered by linkage drag.
Science
Ejection is facilitated by linkage between adjacent ring cracks, leading ultimately to mass removal.
Science
However, identification of positional candidate genes may be accelerated by linkage disequilibrium (LD) mapping.
Science
Finally, 40 QTLs and 29 associations were established by linkage and association mapping in different environments.
Science
The two-dimensional hierarchical cluster analyses were known as dendrogram, and by linkage methods, this dendrogram was constructed.
Science
In particular, there is potential to enhance the utility of cohort data by linkage with other routinely collected data.
08sg2 was isolated from sg2 in the segregation population by linkage marker and backcrossed with R498 three times.
Science
Expert writing Tips
Best practice
When using "By linkage", ensure that the connection you are describing is clear and well-defined to avoid ambiguity.
Common error
Avoid using "By linkage" when the connection is vague or speculative. Ensure there's a clear and demonstrable relationship between the linked elements.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "By linkage" functions as a prepositional phrase that modifies a verb, adverb, or adjective. It indicates the means or method by which a connection, association, or relationship is established. Ludwig AI shows that this phrase is commonly used to describe how data is connected or related, often in technical contexts.
Frequent in
Science
85%
News & Media
8%
Formal & Business
7%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, "By linkage" is a grammatically correct and commonly used phrase, primarily in scientific and formal contexts, to describe how connections or relationships are established. According to Ludwig AI, it is essential to ensure that the connection being described is clear and well-defined. When using this phrase, specify what is being linked to avoid ambiguity and enhance the clarity of your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
Because of the relationship
Focuses on the relationship as the reason or cause.
Via connection
Emphasizes the means by which something is connected or related.
Through interconnection
Stresses a mutual connection or relationship between multiple elements.
Resulting from association
Emphasizes that the outcome is a consequence of being associated.
Through association
Focuses on a weaker connection, implying correlation rather than direct causation.
By virtue of correlation
Indicates that something is true or possible because of a correlative relationship.
In virtue of its connection
Implies that something is a direct result of being connected.
By means of association
Highlights the method used to establish a relationship.
With connected elements
Highlights the presence of elements that are directly joined or related.
Using connected systems
Focuses on systems being linked to achieve a goal.
FAQs
How can I use "By linkage" in a sentence?
"By linkage" typically introduces the method or process through which a connection or relationship is established. For example, "Mortality was determined "by linkage" to the Civil Registration System."
What phrases can I use instead of "By linkage"?
Alternatives include phrases like "through association", "via connection", or "because of the relationship", depending on the specific nuance you wish to convey.
Is it always necessary to specify what is being linked when using "By linkage"?
Yes, it's crucial to specify what is being linked to maintain clarity. For instance, instead of saying "The data was analyzed by linkage", clarify with "The data was analyzed "by linkage to hospital records"".
In what contexts is the phrase "By linkage" most appropriate?
"By linkage" is commonly used in scientific, academic, and formal contexts where precise descriptions of relationships or connections are required. It might be less suitable for informal writing or conversational speech.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested