statistical distribution

USAGE SUMMARY

"statistical distribution" is a correct and usable phrase in written English.
It is used to describe the pattern of values that occur in a set of data. For example, "The researchers used a binomial statistical distribution to compare the outcomes of the experiment."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The CaveTable has a very skewed statistical distribution.

University of California, Berkeley

Three statistical distribution functions are compared.

International Journal of Fatigue

(d) Statistical distribution of metal molecule coupling for Ni(nor) and Ni porph) single-molecule junctions.

Nature

It analyzes an image by counting the statistical distribution of the visual words it contains.

MIT Technology Review

Arecchi, F. T. Measurement of the statistical distribution of Gaussian and laser sources.

Nature

Grey dots show log CO2 flux data statistical distribution of all the surveys.

Nature

In 1972, Hugh Montgomery, a mathematician at the University of Michigan, investigated the statistical distribution of the zeros.

The New York Times - Science

Berg, B. & Lüscher, M. Definition and statistical distribution of a topological number in the lattice O(3) σ-model.

Nature

Maxwell-Boltzmann distribution law, a description of the statistical distribution of the energies of the molecules of a classical gas.

Britannica

The statistical distribution of ɛ0 and Γ for Ni(nor) and Ni porph) is shown in Fig. 4b,c.

Nature

A slim box plot has been added to show the statistical distribution of values in our sample.

Nature

Expert writing Tips

Best practice

When describing data, clearly specify which "statistical distribution" is being used (e.g., normal, Poisson, binomial) for accurate interpretation.

Common error

Avoid assuming that a statistically significant difference in "statistical distribution" automatically translates to a meaningful real-world effect. Consider the magnitude of the difference and its practical implications.

Linguistic Context

The phrase "statistical distribution" functions as a noun phrase, typically serving as the subject or object of a sentence. According to Ludwig, it's a valid phrase in written English, used to describe the pattern of values within a dataset.

Expression frequency: Very common

Frequent in

Science

72%

News & Media

15%

Encyclopedias

3%

Less common in

Formal & Business

2%

Academia

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "statistical distribution" is a common and grammatically correct term used to describe the pattern of values in a dataset. As Ludwig AI confirms, it's widely employed in scientific, news, and encyclopedia contexts. Key related phrases include "probability distribution" and "frequency distribution". When writing, be precise about the type of distribution you're referencing. A common mistake is to assume that statistical significance automatically equals practical importance. By understanding these nuances, you can effectively use the term "statistical distribution" in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

probability distribution

Focuses specifically on the probabilities associated with different outcomes.

frequency distribution

Emphasizes the frequency with which different values occur in a dataset.

data distribution

Broader term referring to the way data points are spread out.

distribution pattern

Highlights the arrangement or configuration of data points.

distribution profile

Describes the characteristics and shape of a distribution.

statistical dispersion

Focuses on the spread or variability within a dataset.

distribution function

A mathematical function that describes the probability of a random variable.

population distribution

Refers to how data is distributed within a specific population.

sampling distribution

The distribution of a statistic calculated from multiple samples.

variable distribution

Describes how a particular variable is spread across a dataset.

FAQs

How is a "statistical distribution" used in data analysis?

A "statistical distribution" is used to model the probabilities of different outcomes in a dataset, allowing for statistical inference and prediction.

What are some common types of "statistical distribution"?

Common types include the normal distribution, binomial distribution, Poisson distribution, and exponential distribution, each suited for different types of data and phenomena.

How does a "statistical distribution" differ from a frequency distribution?

A frequency distribution shows how often each value occurs in a dataset, while a "statistical distribution" models the theoretical probabilities of those values. See also "frequency distribution".

When should I use a non-parametric "statistical distribution"?

Use a non-parametric distribution when your data doesn't fit a known parametric distribution (like normal) or when you have limited assumptions about the underlying data.