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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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By linkage

Grammar usage guide and real-world examples

USAGE 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

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

Huffington Post

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

Rice

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

Rice

Ejection is facilitated by linkage between adjacent ring cracks, leading ultimately to mass removal.

However, identification of positional candidate genes may be accelerated by linkage disequilibrium (LD) mapping.

Finally, 40 QTLs and 29 associations were established by linkage and association mapping in different environments.

The two-dimensional hierarchical cluster analyses were known as dendrogram, and by linkage methods, this dendrogram was constructed.

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

Rice
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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.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

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.

Expression frequency: Very common

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.

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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Source & Trust

83%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: