exhibits normality

USAGE SUMMARY

The phrase "exhibits normality" is correct and usable in written English.
It can be used in contexts such as statistics, psychology, or any field where the concept of normality is relevant, often to describe data or behavior that conforms to expected patterns. Example: "The results of the experiment indicate that the sample exhibits normality, suggesting that the data follows a Gaussian distribution."

✓ Grammatically correct

Science

News & Media

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

The distributions of these 2,000 pairs of sample averages from the two compared groups were confirmed to exhibit normality using Q–Q normal plot (through qqnorm function in R) that justified the use of t-test for our purpose.

Genome Biology and Evolution

I talked to a gay couple, two women, who had been married before and were now bringing up their children from previous marriages, so every day they were breaking the law because they were exhibiting the normality of their relationship in front of minors.

Vice

This was because that the residual system upon the removal of anyone of the three enzymes was so ill-suited that its trajectories did not exhibit the normality of well-imposed biological kinetic systems, in which all trajectories tended to stabilize near some regions in the state space.

BMC Systems Biology

The root biomass and root length data at 0.5-m depth and radial intervals exhibited non-normality due largely to the high prevalence of depth and radial segments in which no or little root material was recorded.

New Zealand Journal of Forestry Science

Some variables exhibited non-normality and hence Spearman's correlation analysis was used.

Human Resources for Health

As the data exhibited non-normality and heteroscedasticity (P<0.05), a 10 log transformation was employed.

Biology Open

Data were normally distributed as determined using the Jarque Bera test for normality and exhibited equal variance as judged by Levene's test.

eLife

As the distribution of some metabolites exhibit partial deviation from normality, we also chose to perform Mann–Whitney tests as a non-parametric validation (P < 0.05).

Nature

Residuals from the models fit for desmocollin 1 and solute carrier family 31 member 1 exhibited significant departures from normality (Shapiro-Wilk test, P < 0.05).

BMC Genomics

Consequently, "standard modeling approaches" often result in models with upwardly biased predictions, and the estimated random-effects distributions may exhibit severe departures from normality.

CPT: Pharmacometrics and Systems Pharmacology

Because the data set exhibited significant deviations from normality in both inspection of quantile-quantile plots and according to the Kolmogorov Smirnov test, the Kruskal Wallis test (PROC NPAR1WAY) was used for categorical comparisons.

Applications in Plant Sciences

Expert writing Tips

Best practice

When describing statistical data, ensure you've conducted appropriate tests (e.g. Shapiro-Wilk) to confirm that your data truly "exhibits normality" before using parametric statistical methods like t-tests or ANOVA.

Common error

Don't assume that your data "exhibits normality" simply because it looks like it might. Always use statistical tests and visual inspection (histograms, Q-Q plots) to confirm. Failing to do so can lead to incorrect conclusions from your analyses.

Linguistic Context

The phrase "exhibits normality" functions as a descriptive term, primarily used in scientific and statistical contexts. It indicates that a particular set of data or observations conforms to a normal distribution or displays characteristics that are considered typical or standard. Ludwig AI confirms its correct usage.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "exhibits normality" is a descriptive term primarily used in scientific, statistical, and academic contexts to indicate adherence to expected patterns or a normal distribution. Ludwig AI indicates its correct usage, although examples are limited. When describing statistical data, it's crucial to verify normality through appropriate tests and visual inspections before applying parametric methods. Alternative phrases include "shows normal distribution" and "conforms to the norm". While grammatically sound, ensure its usage aligns with its intended meaning to maintain precision and objectivity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

conforms to the norm

Directly states alignment with a prevailing standard or usual state.

shows normal distribution

Focuses specifically on statistical distributions, implying a mathematical assessment of normality.

displays typical behavior

Emphasizes behavior that is standard or expected within a given context.

demonstrates expected pattern

Highlights the presence of a recurring and anticipated sequence or arrangement.

reflects standard characteristics

Indicates that certain features are in line with established norms or benchmarks.

manifests usual traits

Highlights traits or qualities that are commonly observed or anticipated.

presents a normal appearance

Focuses on the outward presentation being consistent with what is considered typical.

aligns with typicality

Emphasizes the degree to which something matches common or standard expectations.

possesses regular features

Highlights the presence of common and unremarkable attributes or components.

maintains a state of normalcy

Focuses on preserving or continuing a condition of being normal or usual.

FAQs

How can I determine if my data "exhibits normality"?

You can assess if your data "exhibits normality" by using statistical tests such as the Shapiro-Wilk test or the Kolmogorov-Smirnov test. Additionally, visually inspect histograms and Q-Q plots to check for a normal distribution shape. If tests indicate non-normality, consider data transformations or non-parametric statistical methods.

What statistical tests can I use if my data does not "exhibit normality"?

If your data does not "exhibit normality", you can use non-parametric tests such as the Mann-Whitney U test, Wilcoxon signed-rank test, or Kruskal-Wallis test. These tests do not assume a normal distribution and are suitable for analyzing non-normally distributed data.

What are some alternative phrases for "exhibits normality" in a statistical context?

In a statistical context, alternative phrases for "exhibits normality" include "shows normal distribution", "follows a normal distribution", or "conforms to a normal distribution".

What does it mean for a dataset to "exhibit normality"?

For a dataset to "exhibit normality" means that its distribution closely resembles a normal distribution, also known as a Gaussian distribution or bell curve. In a normal distribution, data points are symmetrically distributed around the mean, with most values clustered near the average.