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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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variance for each

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "variance for each" is correct and usable in written English.
It can be used when discussing differences or variations among individual items or groups in a dataset or analysis. Example: "In our study, we calculated the variance for each participant's performance to understand the differences in their results."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

This approach allows the regressors in each GLM to capture both the shared and unique variance for each alternative.

Science & Research

Nature

Principal Component Analysis (PCA) is used to obtain the representative Principal Components (PC) explaining 90 95% variance for each cluster.

Then a single estimator and its asymptotic variance for each technique, suggested by trying to minimize the asymptotic variance over the family of estimators, is obtained.

Using this corrected NAS as response of the design, significant quadratic models with high explained variance for each studied compound are obtained.

Different from the standard GPR algorithm, three weighted algorithms put the weight on sampled data by calculating the noise variance for each data point.

This maximum likelihood method involves the re-computation of the variance for each iteration of the optimization procedure, automatically re-weighting the objective function.

RV with mean zero and variance for each.

However, there remained unique variance for each of the subscales.

RV with mean zero and variance for each.,,, and are independent of each other for each.

Here also, we computed the IQV (index of qualitative variance) for each cluster as previously.

Thesum, sum of squares, mean, and variance for each iteration are tabulated inTable 5.

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Expert writing Tips

Best practice

When reporting statistical results, clearly state the sample size and units of measurement alongside the "variance for each" category to provide context and ensure reproducibility.

Common error

Avoid assuming that a high "variance for each" group implies that the grouping variable directly causes the observed differences. Variance indicates the degree of spread within each group, but further analysis is needed to establish causality.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

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Linguistic Context

The phrase "variance for each" functions as a descriptor in statistical and analytical contexts. It is used to specify that the variance is being considered separately for multiple distinct entities or groups, as confirmed by Ludwig's examples.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "variance for each" is grammatically sound and commonly employed in scientific and statistical writing to specify the variance calculated for individual items or groups within a dataset. Ludwig confirms its correctness and frequent usage, primarily in science-related contexts. When using this phrase, ensure you provide sufficient context regarding the data and units of measurement. While indicating variability within groups, be cautious not to imply direct causation without further analysis. Alternatives include "variation for each", "variability for each", and "deviation for each", depending on the specific nuance you wish to convey. In conclusion, "variance for each" is a valuable term for precise statistical reporting, especially when comparing variability across different categories.

FAQs

How is "variance for each" used in statistical analysis?

In statistical analysis, "variance for each" category or group quantifies the dispersion or spread of data points within that specific category. It helps in understanding the variability inherent in each group and comparing it with others.

What does a high "variance for each" category indicate?

A high "variance for each" category suggests that the data points within that category are widely spread out from the mean. This could indicate greater heterogeneity or the influence of other factors not accounted for in the analysis.

How does the "variance for each" differ from the overall variance?

While overall variance measures the dispersion across the entire dataset, "variance for each" specifically examines the dispersion within individual groups or categories. This provides a more granular understanding of where the variability is concentrated.

Are there alternatives to "variance for each" that I can use in my writing?

Yes, depending on the context, you can use alternatives like "variation for each", "variability for each", or "deviation for each" to convey similar meanings with slightly different emphasis.

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Most frequent sentences: