overwhelming variance

USAGE SUMMARY

The phrase "overwhelming variance" is correct and usable in written English.
It can be used to describe a situation where there is a significant or excessive amount of variation or difference in data or outcomes. Example: "The study revealed an overwhelming variance in the results, indicating that the factors influencing the outcomes were more complex than initially thought."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

This overwhelming variance is then superimposed onto the small signal that actually traversed the fiber bundle and visited the sample.

Biomedical Optics Express

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The finding that the required time investment incurred by a recommendation was strongly correlated with adherence, in combination with the fact that an overwhelming proportion of the variance was located on the GAI level, leads to two important conclusions.

BMC Family Practice

Still, overwhelming is overwhelming.

The New York Times - Arts

Although statistically significant, estimates of physician-level variance were not overwhelming, suggesting that the GAF was rated in a consistent manner across physicians in this hospital.

BMC Psychiatry

Crucially, an overwhelming majority of the heritable variance in reading and language skills is unexplained, and the molecular mechanisms that contribute to RD and SLI remain largely unknown (Newbury & Monaco 2010; Peterson & Pennington 2012).

Genes, Brain and Behavior

Although statistically significant, these estimates of variance are not overwhelming, and appear to signal that, in this hospital at least, there was minimal contribution of physician influences to GAF scores.

BMC Psychiatry

The Kaiser criterion was applied [ 56] in order to retain only factors with eigenvalues greater than 1: one to three factors per trait containing the overwhelming majority of the total variance (Table 2) were retained for linkage analyses.

BMC Genomics

Both AIC and BIC indicate an overwhelming preference for the UPM model (table 2) despite the substantial increase in the residual variance (2.8×).

Genome Biology and Evolution

As an expression of the people's voice, President Mohammad Khatami's overwhelming victory does raise hopes for continued progress toward a form of popular representation somewhat at variance with democracy as practiced in the West.

The New York Times

Because of the overwhelming number of variables and for the purpose of variable reduction, factors that explain the least amount of variance will be discarded.

International Journal of STEM Education

Despite overwhelming support for a similar process for both conditions, only one region was implementing a similar model for both conditions and variance of methods was particularly noticeable for SCD carriers.

BMC Health Services Research

Expert writing Tips

Best practice

Consider quantifying the variance using statistical measures if possible to strengthen your analysis.

Common error

Avoid attributing "overwhelming variance" to a single cause without thorough investigation. Variance often arises from multiple interacting factors.

Linguistic Context

The phrase "overwhelming variance" functions as a noun phrase where "overwhelming" modifies "variance", emphasizing the large degree of variation. Ludwig AI shows it commonly appears in scientific and technical contexts, highlighting significant differences.

Expression frequency: Rare

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Reference

0%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "overwhelming variance" describes a situation with a remarkably high degree of variation, most commonly observed in scientific and technical domains. Ludwig AI confirms its grammatical correctness, highlighting the need for a careful consideration of the context in which it's used. Alternatives such as "significant variability" or "substantial diversity" may offer more accessible language depending on the target audience. When employing this phrase, it is important to clearly define what is varying and thoroughly investigate the causes behind the variance.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significant variability

Replaces "overwhelming" with "significant" to denote a noteworthy amount of variation.

substantial diversity

Substitutes "variance" with "diversity", highlighting the presence of many different elements.

pronounced difference

Focuses on the magnitude of the difference rather than the statistical variance.

extreme fluctuation

Emphasizes the wild changes or swings within the data.

remarkable disparity

Highlights the inequality or imbalance present.

considerable divergence

Indicates a noticeable separation or deviation.

extensive range

Focuses on the breadth of the possible values or outcomes.

marked contrast

Highlights a strong difference between two or more things.

major inconsistency

Emphasizes the lack of uniformity or agreement.

sweeping alteration

Implies a broad and comprehensive change or deviation.

FAQs

How can I effectively use "overwhelming variance" in a sentence?

Use "overwhelming variance" to describe situations where the degree of variation is surprisingly large and impactful. For example, "The study revealed an overwhelming variance in patient responses to the new treatment." Ensure that the source and implications of the variance are clear in your sentence.

What are some alternatives to "overwhelming variance"?

You can use alternatives like "significant variability", "substantial diversity", or "pronounced difference" depending on the context.

In what contexts is the phrase "overwhelming variance" most appropriate?

The phrase "overwhelming variance" is suited for scientific, statistical, or analytical contexts where the magnitude of variance needs emphasis. It is also appropriate when describing a state of being surprised by the amount of variance.

What does "overwhelming variance" imply in statistical analysis?

In statistical analysis, "overwhelming variance" suggests that the data points are widely spread, indicating a lack of consistency or predictability. It often implies the need for further investigation to understand the underlying causes of this variation.