due to the variance

USAGE SUMMARY

The phrase "due to the variance" is correct and usable in written English.
It can be used to explain a reason or cause related to differences or fluctuations in data, conditions, or situations. Example: "The project's delay was due to the variance in material costs, which exceeded our initial budget."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

45 human-written examples

The higher uncertainty of agroforestry system and plantations is due to the variance in age which affects biomass stocks.

Carbon Balance and Management

The results validate the accuracy of the presented techniques and demonstrate up to 100× speedup due to the variance reduction and GPU-based parallel computing.

Simulation Modelling Practice and Theory

This could be partly due to the variance inherent in the analysis over time of rapidly decaying radionuclides in the bloodstream.

EJNMMI Research

It may seem that the ONDM frameworks in some cases outperform the native database driver, but this is mainly due to the variance of database latency.

Journal of Internet Services and Applications

Such a large expectation error would be due to the variance of attenuation and other empirical relations when estimating station corrections and expecting seismic intensities.

Earth, Planets and Space

This happens not only due to the variance in miscibility process between the injected gas and formation oil but also due to the path change for the injected gas species from fractures to the formation matrix.

Journal of Petroleum Exploration and Production Technology

Human-verified similar examples from authoritative sources

Similar Expressions

15 human-written examples

Such systems will have an intrinsic variation in their output due to the variances in the rates and set points of the reactions taking place during the natural progression of their function.

A Pharmacology Primer Theory, Applications, and Methods

The relative risks in relation to different periods within the exposure time window were similar, possibly due to the variances in the sensitive timing windows for different individual cancers (Anderson et al, 2000; Reiche et al, 2004).

British Journal of Cancer

However, stations in Central and Southern Asia show high variance reductions, whereas nearly all coastal stations and island stations sometimes show a small augmentation in the variance, possibly due to the small variances of the loading signal itself.

Advances in Space Research

The remaining comparisons were selective excluded due to the posterior variance distributions being more similar across the five heterogeneous variance approaches.

BMC Medical Research Methodology

This illogical result is due to the large variance formed by the binomial distribution explained in Appendix "Hypergeometric distribution".

Journal of Industrial Engineering International

Expert writing Tips

Best practice

In formal writing, consider synonyms like "owing to the variability" or "attributable to the difference" to avoid repetition and enhance clarity. When reporting statistical analysis, specifying the type of variance (e.g. standard deviation) can provide greater understanding.

Common error

Avoid attributing an effect solely to "the variance" without identifying the specific factors causing the variance. For example, instead of saying "The results were inconsistent due to the variance", specify "The results were inconsistent due to the variance in sample sizes".

Linguistic Context

The phrase "due to the variance" functions as a causal connector, linking a cause (the variance) to an effect. Ludwig examples confirm that this phrase introduces an explanation for observed differences or inconsistencies. It is commonly used to attribute a result to fluctuations or variations in a particular factor.

Expression frequency: Common

Frequent in

Science

95%

Formal & Business

3%

News & Media

2%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "due to the variance" is a causal connector used to attribute outcomes to differences or fluctuations, primarily in formal and scientific contexts. According to Ludwig, the phrase is grammatically sound and commonly used to explain observed inconsistencies or results. While synonyms exist, such as "owing to the variability" or "because of the variation", it's crucial to specify the source of the variance for clarity. To ensure effective communication, avoid vague references to "the variance" and instead provide specific factors contributing to the observed differences.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

owing to the variability

Replaces "variance" with "variability" maintaining a similar meaning.

because of the fluctuation

Substitutes "variance" with "fluctuation" emphasizing the changing nature of the situation.

stemming from the variation

Emphasizes the origin of the effect using "stemming from" and "variation" for "variance".

caused by the discrepancy

Directly states causation using "caused by" and replaces "variance" with "discrepancy", emphasizing inconsistency.

as a result of the diversity

Replaces "due to" with "as a result of" and "variance" with "diversity", focusing on variety.

attributable to the difference

Uses "attributable to" to indicate causation and "difference" instead of "variance".

arising from the deviation

Highlights the origin with "arising from" and uses "deviation" to indicate a departure from a norm.

linked to the inconsistency

Connects the effect to a lack of consistency using "linked to" and "inconsistency".

on account of the disparity

Indicates causation using "on account of" and replaces "variance" with "disparity" highlighting inequality.

by reason of the divergence

Uses a more formal tone with "by reason of" and "divergence" to suggest a splitting or moving apart.

FAQs

How can I use "due to the variance" in a sentence?

You can use "due to the variance" to explain that differences or fluctuations in a particular factor are the reason for a specific outcome. For example: "The inconsistencies in the data were "due to the variance" in environmental conditions".

What are some alternatives to "due to the variance"?

Some alternatives include "because of the variation", "owing to the variability", or "as a result of the diversity". The choice depends on the specific nuance you want to convey.

Is it correct to say "due to variance" without the "the"?

While grammatically understandable, "due to variance" is less common and may sound less formal than ""due to the variance"". It's generally better to include "the" for clarity and formality.

What's the difference between "due to the variance" and "due to variations"?

"Due to the variance" typically refers to a specific measure of dispersion in a dataset, while "due to variations" refers more generally to different instances or types within a set. For example, “The model's inaccuracy was "due to the variance" in the error term,” versus “The outcomes differed due to variations in treatment protocols”.