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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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lead to inferences

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "lead to inferences" is correct and usable in written English.
It can be used when discussing how certain information or evidence can result in conclusions or deductions being made. Example: "The data collected from the experiment can lead to inferences about the effectiveness of the new drug."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Failing to do this, may lead to inferences that are not valid because too much reliance is being placed on studies that are completely based on western theories or concepts (Zhu and Leung 2011).

As discussed above, differences between native and introduced ranges in the suite of habitats available for species to occupy can lead to inferences of niche expansion when no evolutionary change has actually occurred.

Science

Plosone

Because survival methods, including those based on the CIF, measure this increase in survival, these methods can lead to inferences where a treatment is preferred that doesn't confer patient benefit.

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Errors in map order would have no effect on the single SNP analysis, but may lead to inference of haplotype alleles that do not actually exist.

Science

Plosone

Missing data can lead to inference of highly supported but wrong topologies (see [ 22]).

Moreover, they can lead to inference of spurious attractor cycles that do not correspond to any biological state [ 8].

Simulation studies show that the trimmed datasets returned by BMGE lead to inference of accurate trees, in particular when in presence of multiple alignments including distantly-related sequences.

Although neither interpretative or extended inferences were assessed, the researchers suggest that seeing a baby dressed in a feminine way (pink clothing) could have led to inferences that the baby is weak as well as fragile and consequently impacted the child's proposed treatment (anticipatory set).

However, this may lead to incorrect inferences.

Again, planarity constraints restrict the expressive power of the system and lead to incorrect inferences.

Science

SEP

As evidenced in the formers' work, ignoring group composition may lead to false inferences and spurious associations.

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Expert writing Tips

Best practice

When using "lead to inferences", ensure the causal relationship is clear and logical. Providing supporting evidence strengthens the validity of the inferences drawn.

Common error

Avoid presenting inferences as definitive facts. Qualify them with phrases like "may suggest" or "indicate" to acknowledge the inherent uncertainty.

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

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "lead to inferences" functions as a causal connector, indicating that a particular set of circumstances or data results in the formation of inferences. Ludwig AI confirms this usage is grammatically correct and appears primarily in scientific contexts.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "lead to inferences" is a grammatically correct causal connector primarily used in scientific writing to describe how certain factors or data result in the formation of conclusions. As confirmed by Ludwig AI, the phrase is most frequently found in scientific contexts. Alternatives include phrases like "result in deductions" or "give rise to deductions". When using "lead to inferences", ensure that the causal relationship is clear and logical and avoid presenting inferences as definitive facts.

FAQs

How can I use "lead to inferences" in a sentence?

"Lead to inferences" is used to describe how certain information or actions can result in conclusions or deductions. For example, "The lack of data may "lead to inferences" that are not valid."

What are some alternatives to "lead to inferences"?

Alternatives to "lead to inferences" include phrases like "result in deductions", "give rise to deductions", or "generate conclusions", depending on the nuance you want to convey.

Is it better to say "lead to inferences" or "cause inferences"?

While both phrases are grammatically correct, ""lead to inferences"" often implies a more reasoned or logical progression, whereas "cause inferences" can suggest a more direct or immediate effect.

What's the difference between "lead to inferences" and "imply conclusions"?

"Lead to inferences" describes the process by which information results in deductions, while "imply conclusions" suggests that the information hints at or suggests those conclusions without explicitly stating them.

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Source & Trust

83%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: