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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
are imputed to
Grammar usage guide and real-world examplesUSAGE SUMMARY
"are imputed to" is a correct and commonly used phrase in written English.
It is typically used to assign responsibility or blame for something to someone or something else. Example: The recent financial losses are imputed to the company's risky investment decisions.
✓ Grammatically correct
Science
News & Media
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
11 human-written examples
A two-step genotype imputation, comprising a phasing step to resolve the haplotypes of the genotyped markers (using MACH software) and an imputation step in which unmapped SNPs are imputed to a reference panel (using Minimac software), was applied to the GWAS genotyped dataset after QC.
The usual rule in post-conviction proceedings is that a lawyer's mistakes are imputed to the client, on the theory that the lawyer is the client's agent.
News & Media
Sample sizes are obviously larger, given that observations for grouped countries are imputed to specific countries.
Science
50 k SNP-chip data are imputed to HD data and then to sequence level [ 10].
In eMERGE, genetic data are imputed to 1,000 genomes reference panel (March 2012 release) [Abecasis et al., 2012].
Science
For example, in the United States, more than 30,000 deaths within half a year are imputed to hip fractures [ 2].
Human-verified similar examples from authoritative sources
Similar Expressions
49 human-written examples
Many-valued logicians note that the error they are imputing to classical logic is often so small that classical logic can still be fruitfully applied.
Science
Missing values on analytical variables have been imputed to the country-specific mean using the dummy-variable imputation method to avoid losing further observations (Allison 2002).
Three single imputation approaches were used and were denoted: minimum (each MV is imputed to 0), maximum (each MV is imputed to 3) and person-mean.
In ancient times ritual child murder was imputed to the Christians by their pagan enemies.
News & Media
"Accordingly, his knowledge of his own perjury cannot be imputed to the prosecution".
News & Media
Expert writing Tips
Best practice
When using "are imputed to", ensure that the attribution is logically supported by evidence or context. Avoid making unsubstantiated claims.
Common error
Avoid using "are imputed to" when the connection between cause and effect is weak or purely speculative. Provide a clear rationale for the attribution.
Source & Trust
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "are imputed to" functions as a passive construction, attributing a quality, characteristic, or outcome to a subject. Ludwig provides examples where characteristics or outcomes are assigned based on inference or assumption.
Frequent in
Science
70%
News & Media
30%
Formal & Business
0%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "are imputed to" is a grammatically sound phrase used to assign qualities, characteristics, or outcomes to a subject, often involving an element of judgment. Ludwig AI confirms that the phrase is correct and commonly used, primarily in formal and scientific contexts such as Science and News & Media. While "are imputed to" is a valid phrase, it's important to ensure that the attribution is supported by evidence. Related phrases include "are attributed to", "are credited to", and "are ascribed to", each offering slightly different nuances. By following these guidelines, writers can effectively and accurately use "are imputed to" in their writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
are attributed to
This alternative implies a cause-and-effect relationship or an association between two things. It is slightly more direct than the original phrase.
are assigned to
This phrase suggests a more formal allocation or designation of something, such as a task or responsibility.
are credited to
This alternative implies acknowledgment of someone's contribution or achievement.
are ascribed to
This phrase suggests attributing a particular quality or characteristic to someone or something, often based on inference.
are linked to
This indicates a connection or association between two or more things, without necessarily implying causality.
are blamed on
This carries a negative connotation, suggesting that someone or something is held responsible for a fault or problem.
are associated with
This phrase indicates a general relationship or connection without specifying the nature of the link.
are connected to
Similar to 'are linked to', this indicates a connection, often physical or logical.
are traced to
This suggests that something can be followed back to its origin or cause.
are pegged to
This alternative indicates a firm connection or dependence, often used in financial contexts.
FAQs
How can I use "are imputed to" in a sentence?
Use "are imputed to" to attribute qualities, values, or actions to a subject. For example, "The project's success "is imputed to" the team's hard work".
What phrases are similar to "are imputed to"?
Alternatives include "are attributed to", "are credited to", and "are ascribed to", each with slightly different nuances in meaning.
Which is correct, "are imputed to" or "are attributed to"?
Both phrases are correct, but "are attributed to" generally implies a direct cause-and-effect relationship, while "are imputed to" can also suggest an assumption or inference.
In what contexts is it appropriate to use "are imputed to"?
"Are imputed to" is appropriate in formal writing, especially in scientific, legal, and academic contexts where precise attribution is necessary. It is also found in "news reporting" when assessing causality.
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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
86%
Authority and reliability
4.5/5
Expert rating
Real-world application tested