due to selection

USAGE SUMMARY

The phrase "due to selection" is correct and usable in written English.
It can be used to indicate that something is a result of a selection process or criteria. Example: "The variation in the population is primarily due to selection, favoring traits that enhance survival."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The larger part of the pooled OLS-vacation differential, however, is due to selection effects.

IZA Journal of Labor Economics

Due to selection bias, propensity score matching was used to reduce confounding from differences in the patients' baseline characteristics.

Health Economics Review

Throughout the analysis we control for unobserved heterogeneity to avoid potential bias due to selection on unobservables.

SERIEs

For cases where a sensitivity analysis was carried out, the results with a correction due to selection bias are shown.

European Transport Research Review

Once again, the various components may become modified due to selection favoring improvements to this new function (F).

Evolution: Education and Outreach

In the senior author's view, this is a rather interesting and unusual finding, and may be due to selection bias.

Journal of Orthopaedics and Traumatology

Subsequently the population change in the phenotype due to selection causes the change in genetic composition and so forth.

Evolution: Education and Outreach

Mutant genomes may thus be lost due to selection.

Plosone

Thus, SCU bias might be due to selection of codon usage for optimal gene expression.

Plosone

Rates of severe respiratory infections requiring hospitalization may be underestimated due to selection bias.

Plosone

How to distinguish BLD from the covariation due to selection pressure?

Plosone

Expert writing Tips

Best practice

When using "due to selection", ensure that the context clearly identifies what kind of selection is being referenced (e.g., natural selection, artificial selection, sample selection) to avoid ambiguity.

Common error

Avoid assuming direct causation solely based on selection. While something might be "due to selection", other factors can also play a role. Always consider potential confounding variables and indirect effects.

Linguistic Context

The phrase "due to selection" functions as an adverbial phrase, modifying a verb or clause to indicate the reason or cause for a particular outcome or observation. Ludwig AI examples demonstrate its use in explaining phenomena in scientific and other contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "due to selection" is a grammatically sound and frequently used expression, particularly within scientific discourse. Ludwig AI confirms its correctness and highlights its utility in establishing causality. The phrase serves to explain observed phenomena by attributing them to various selection processes, and understanding the type of selection involved is crucial for clarity. While primarily formal and scientific, remember to consider potential confounding factors to avoid overstating the directness of the causal relationship.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

resulting from selection

Focuses on the outcome as a direct result of selection.

caused by selection

Emphasizes the causal relationship with selection as the direct cause.

attributable to selection

Highlights the act of assigning a cause or characteristic to selection.

a consequence of selection

Presents the outcome as an effect or result of selection.

stemming from selection

Suggests that something originates or develops from selection.

because of selection

Offers a more direct and common alternative for indicating cause.

owing to selection

Similar to "due to", but may sound slightly more formal.

as a result of selection

Emphasizes the result or outcome of the selection process.

a product of selection

Implies that something is created or formed through selection.

influenced by selection

Highlights the impact or effect that selection has had.

FAQs

How can I use "due to selection" in a sentence?

Use "due to selection" to indicate that a particular outcome, trait, or characteristic is a result of a selection process. For example, "The increased resistance to antibiotics is "due to selection" pressures from antibiotic use."

What phrases are similar to "due to selection"?

Alternatives include "resulting from selection", "caused by selection", or "attributable to selection". The best choice depends on the specific nuance you want to convey.

Is it always clear what kind of selection is implied when using "due to selection"?

No, it's often necessary to clarify the type of selection, such as natural selection, artificial selection, or sample selection, to avoid ambiguity. For instance, "The specific allele frequency is "due to selection" - specifically, natural selection pressures."

When should I avoid using "due to selection"?

Avoid using "due to selection" if the relationship is merely correlational and not causal. Use more cautious language if other factors might contribute significantly to the observed outcome. For example, if multiple factors are at play, consider saying "influenced by selection" rather than "due to selection".