normal distribution of

USAGE SUMMARY

The phrase "normal distribution of" is correct and usable in written English. You can use it when discussing statistical data that follows a normal distribution pattern. For example, "The normal distribution of test scores indicates that most students performed around the average." Alternative expressions include "Gaussian distribution of" and "bell curve of."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Normal distribution of data was verified by normality plots.

Plosone

Normal distribution of data was established using D'Agostino-Pearson normality test.

Plosone

Normal distribution of data was checked by the Komogorov-Smirnov normality test.

Plosone

Moreover, normal distribution of the safety index values is analyzed through the normality test.

Journal of Loss Prevention in the Process Industries

A normal distribution of the data was assessed by the D'Agostino & Pearson omnibus normality test.

Plosone

A log-normal distribution of the data implies a normal distribution of the logarithmic data.

Environmental Sciences Europe

(2 Generate samples from a normal distribution of dimension.

EURASIP Journal on Audio, Speech, and Music Processing

The normal distribution of our data was tested before analysis.

Nanoscale Research Letters

Normal distribution of residuals was checked as well as heteroscedasticity.

Annals of Intensive Care

However, normal distribution of variables is essential in geostatistical studies.

Environmental Systems Research

Normal distribution of data was tested via Kolmogorov-Smirnov test.

Annals of Intensive Care

Expert writing Tips

Best practice

When describing data, specify the parameters (mean and standard deviation) of the "normal distribution of" the data for clarity.

Common error

Avoid assuming that all data sets naturally follow a "normal distribution of". Always verify this assumption using appropriate statistical tests before applying methods that rely on it.

Linguistic Context

The phrase "normal distribution of" functions as a descriptive noun phrase. It refers to a specific type of probability distribution in statistics. As Ludwig indicates, the phrase is commonly used in scientific literature to describe data patterns.

Expression frequency: Very common

Frequent in

Science

85%

News & Media

8%

Formal & Business

7%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "normal distribution of" is a frequently used term, particularly in scientific and statistical contexts, to describe data that follows a normal, bell-shaped curve. Ludwig confirms its grammatical correctness and prevalence in academic and scientific literature. When using this phrase, ensure that the underlying data indeed meets the criteria for normality before applying statistical methods that rely on this assumption. Alternative expressions include "gaussian distribution of" and "bell curve distribution of", each with slightly different connotations. While pervasive, always validate normality assumptions to avoid misinterpretations in data analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

gaussian distribution of

Uses a different term ("gaussian") to refer to the same statistical concept.

bell curve distribution of

Employs a more descriptive, visual term ("bell curve") for the same statistical distribution.

normal curve of

Shortens the phrase while maintaining the core meaning related to a normal distribution.

distribution resembling a normal curve

Describes a distribution that approximates a normal distribution.

data with a normal distribution

Focuses on the data aspect having a normal distribution, slightly altering the structure.

normally distributed data of

Reorders the phrase emphasizing the data's characteristic of being normally distributed.

distribution exhibiting normality

Uses a more formal term ("normality") to indicate adherence to a normal distribution.

characteristic normal distribution of

Highlights the characteristic aspect of a normal distribution within a dataset.

pattern of normal distribution in

Focuses on the overall pattern that suggests a normal distribution.

approximate normal distribution of

Indicates that the distribution is close to, but not perfectly, normal.

FAQs

How is the phrase "normal distribution of" used in a sentence?

The phrase "normal distribution of" is used to describe data or variables that follow a normal, bell-shaped curve. For example, "The "normal distribution of" test scores indicates that most students performed around the average."

What are some alternatives to the expression "normal distribution of"?

You can use alternatives such as "gaussian distribution of" or "bell curve distribution of" to convey the same statistical concept.

When should I check for the "normal distribution of" data?

It's essential to verify the "normal distribution of" data before applying statistical tests that assume normality, such as t-tests or ANOVA, to ensure the validity of your results.

What does it mean if data does not show a "normal distribution of"?

If data does not exhibit a "normal distribution of", it may indicate skewness, kurtosis, or multimodality, suggesting the need for alternative statistical methods or data transformations.