the variance is attributable to

USAGE SUMMARY

The phrase "the variance is attributable to" is correct and usable in written English.
It can be used when discussing the causes or reasons behind a difference or change in data or results. Example: "In our analysis, we found that the variance is attributable to fluctuations in market demand."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

According to the AMOVA, 3.2% of the variance is attributable to within-population variation and 96.8% to among-population variation.

BMC Evolutionary Biology

The intraclass correlation of the total costs of health and social care services was 0.06, meaning that roughly 6% of the variance is attributable to the municipality level and 94% to the patient level.

BMC Health Services Research

2008), and between-sex correlation of r st  = 0.75, 82% of the variance in sex 1 is attributable to alleles with at least a twofold greater effect in sex 1 (t/ s <  1/2); 35% of the variance is attributable to alleles with a four-fold greater effect in sex 1 (t/ s <  1/4).

Evolutionary Applications

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The R2 value of 0.9558 implied more than 95.58% of the variance was attributable to the variables in methane production (Subha et al. 2015).

AMB Express

The determination coefficient (R = 0.9997 for TPH and 0.9994 for Cr (VI)) suggests that more than 99.97% and 99.94% of the variance are attributable to the variables and indicated a high significance of the model for TPH and Cr (VI), respectively.

International Journal of Energy and Environmental Engineering

More than 60% of the measured variability came from within-run variance (repeatability) while less than 2% of the variance was attributable to site-to-site variance or operator-to-operator variance.

BMC Cancer

For the CBCL rating at age 7, 19% (.44) of the total variance is attributable to common additive genetic effects, and 22% (.46) is attributable to instrument-specific genetic effects.

Behavior Genetics

One half of the genetic variance is attributable to mutations in APP, PSEN1, PSEN2, and the APOE e4-allele, and they have been shown to cause the overproduction or reduced clearance of Aβ (Rogaeva et al. 2006).

G3: Genes, Genomes, Genetics

The remaining variance is attributable to unique environmental influences.

Behavior Genetics

Distribution of total genetic variation by nested AMOVA for ISSR dataset revealed that most of the total variance is attributable to genetic variation among populations (61%%) (Table  3).

AoB PLANTS

Figure 2a shows a plot of the various sources of variance associated with ANOVA of the data and it is notable that the major source of variance is attributable to the differences between the two tissue types and the variance associated with the scan date is negligible and very close to the type 1 error.

BMC Cancer

Expert writing Tips

Best practice

When using "the variance is attributable to", ensure the relationship between the variance and the cause is clearly defined and supported by evidence.

Common error

Avoid using "the variance is attributable to" when only a correlation exists. Ensure a causal relationship is established, not just a link.

Linguistic Context

The phrase "the variance is attributable to" functions as a causal connector, linking the observed variance in a dataset to its underlying causes or explanatory factors. As Ludwig AI highlights, it is a correct and usable expression for indicating causation.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Science

0%

Ludwig's WRAP-UP

The phrase "the variance is attributable to" is a causal connector used to explain the source of variation in a dataset. As Ludwig AI confirms, it is grammatically correct and usable, primarily appearing in scientific and academic contexts. While alternatives like "the variance is due to" or "the variance stems from" exist, using "the variance is attributable to" requires a clear and supported causal relationship, not just a correlation. Ensuring clarity and precision in its usage will enhance the credibility of your analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the variance is due to

Directly states causation; a simpler alternative.

the variance results from

Indicates the variance is a consequence of something.

the variance is caused by

Highlights direct causation.

the variance is a consequence of

Similar to 'results from' but emphasizes the outcome.

the variance stems from

Emphasizes origin or source of the variance.

the variance arises from

Highlights how the variance emerges or originates.

the reason for the variance is

Rephrases to focus on the 'reason' behind the variance.

the variance can be explained by

Focuses on providing an explanation for the variance.

the variance is linked to

Indicates an association or connection.

the variance is a function of

Suggests a mathematical or direct relationship.

FAQs

What does "the variance is attributable to" mean?

It means that differences or variations in a set of data can be explained or caused by a specific factor or set of factors. It indicates a causal relationship where changes in one variable are due to another.

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

Use it to explain the source of variation in data. For example, "The variance in test scores "is attributable to" differences in study habits."

What are some alternatives to "the variance is attributable to"?

You can use alternatives like "the variance "is due to"", "the variance "stems from"", or "the variance "results from"", depending on the specific context.

Is it correct to say "the variance is attributable to"?

Yes, it is a grammatically correct and commonly used phrase to indicate that the variance in a dataset can be explained by certain factors. Ludwig AI confirms its correctness and usability.