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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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attributable to missing

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "attributable to missing" is not complete and may not be fully correct in written English without additional context.
It can be used when discussing causes or reasons for something that is absent or lacking, but it typically requires further clarification. Example: "The discrepancies in the report are attributable to missing data from the last quarter."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

The lower performance by Hispanic students online, Mr. Figlio said, might be attributable to missing the body language of the lecturer and other classroom cues, which could be more important to a student whose first language is not English.

News & Media

The New York Times

To avoid misleading results attributable to missing N-terminal and C-terminal ends of sequences, only the central part of the alignment was used in which gaps of unidentified sequences had to be filled with replacement characters within the sequences of P. interpunctella, B. anynana, and the FMO of E. acrea (EaFMO).

Science

Plosone

Rubin rules implemented in SAS Proc MIANALYZE were used to combine effect estimates and to estimate 95% CIs to allow for uncertainty attributable to missing data.

To minimize exclusion of cases from the regression model attributable to missing data, values for continuous variables were imputed using multiple imputation (32).

In contrast, the response bias for educational outcomes was in the opposite direction (p≤0.001 for socioeconomic class and maternal education), attributable to missing data from independent schools since SATs were only compulsory in the state school system.

Science

BMJ Open

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

More than a quarter (26%) of turnover is attributable to missed quotas.

News & Media

Forbes

A recent Institute of Medicine report estimates that annually up to 30% ($765 billion) of health care costs are potentially avoidable: nearly $210 billion may be attributable to unnecessary services provided by physicians and $55 billion attributable to missed prevention opportunities [ 1].

Tiger populations may be experiencing a small rebound from historic lows, but a good deal of the increase is surely attributable to simply missing fewer animals in their counting, experts say.

Inconsistencies spanning very small distances are more likely to be attributable to scoring errors, missing values, the use of markers that are not equally informative, and differences in recombination rates between the single parent maps than actual genomic rearrangements.

Adverse perinatal outcomes are clearly attributable to near miss events.

Conversely, a less favorable outcome in patients with lower lymph node yields would then not only be attributable to understaging due to missed positive lymph nodes, but also to tumor intrinsic factors.

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Expert writing Tips

Best practice

When using "attributable to missing", ensure the sentence clearly identifies what is missing and how its absence leads to the stated effect. Be specific to avoid ambiguity.

Common error

Avoid using "attributable to missing" in situations where the link between the missing element and the outcome is unclear. Always provide enough context to establish a direct relationship, rather than leaving it open to interpretation.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "attributable to missing" functions as a causal connector, indicating that a particular outcome or effect is caused by the absence or lack of something. It pinpoints the missing element as the reason behind the situation. This is supported by the Ludwig examples, where the phrase is used to explain outcomes based on missing data or information.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "attributable to missing" is used to establish a cause-and-effect relationship, pointing to an absence or lack as the reason for a particular outcome. Ludwig AI indicates that the phrase is generally correct in written English, requiring further clarification in specific contexts. It's most commonly found in scientific and news media sources, denoting a neutral to formal register. When writing, clarity is crucial: make sure to clearly link the missing element to the resulting effect, avoiding vagueness to maintain the phrase's impact and precision. Alternatives like "due to the absence of" or "caused by the lack of" may be used depending on the desired level of formality.

FAQs

How to use "attributable to missing" in a sentence?

Use "attributable to missing" to indicate that something is the result of something else not being present. For example, "The lower performance was attributable to missing data".

What can I say instead of "attributable to missing"?

You can use alternatives like "due to the absence of", "caused by the lack of", or "resulting from the omission of" depending on the context.

Is it grammatically correct to say "attributable to missing"?

Yes, "attributable to missing" is grammatically correct when used to show that something is caused by a lack of something else. For instance, "The error rate was attributable to missing information".

What is the difference between "attributable to missing" and "due to missing"?

"Attributable to missing" is slightly more formal and emphasizes the cause-and-effect relationship, whereas "due to missing" is a more direct way of stating the cause. Both are correct, but the best choice depends on the desired tone.

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Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: