a suitable distribution

USAGE SUMMARY

The phrase "a suitable distribution" is correct and usable in written English.
You can use it when referring to a distribution that is appropriate or fitting for a particular context or purpose, often in statistical or mathematical discussions. Example: "In order to analyze the data effectively, we need to select a suitable distribution that accurately represents the underlying patterns."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

21 human-written examples

For implementation of the above statistical model, a suitable distribution of the MP coefficients is required.

EURASIP Journal on Audio, Speech, and Music Processing

The importance of this study lies in its ability to predict the discharge for a return period after a suitable distribution is found for an area.

Applied Water Science

A suitable distribution is used to describe the initial corrosion time based on the consideration of the random environmental and structural variables.

International Journal of Advanced Structural Engineering

The method alleviates the problem of choosing a suitable distribution for fitting data in SPI analysis, quantifies modeling uncertainties, and propagates them for probabilistic drought classification.

Journal of Hydrology

The problem of finding a statistical distribution for survival curves can be broken down into two parts: 1) the problem of identifying a suitable distribution and 2) the problem of estimation based on the assumed distribution.

Journal of Statistical Distributions and Applications

According to the type of fluid and its properties, characterization procedure can include splitting of plus fraction to the single carbon groups using a suitable distribution function and/or grouping similar fractions in a single group.

Journal of Petroleum Exploration and Production Technology

Human-verified similar examples from authoritative sources

Similar Expressions

39 human-written examples

However, the choice of a best suitable distribution is still a major challenge in hydrologic practice, since there is no general agreement as to which distribution should be used for the annual rainfall series.

Applied Water Science

After a most suitable distribution model has been selected, the random number generator is used to generate random variant, e.g., traffic or service time, where the UML diagram for random number generator is shown in Appendix 1: Fig. 10.

EURASIP Journal on Wireless Communications and Networking

By defining a more suitable distribution of end wall velocity as the design target, the corresponding end wall geometry can be solved from the equation system and is expected to modify the end wall flow as the design target.

Aerospace Science and Technology

The standard SIR model only deals with the average number of cases so a suitable probability distribution for P is a Poisson distribution which is the most general form (highest entropy) if only averages are known.

Plosone

The SPI was implemented based on fitting a suitable probability distribution to rainfall data and then it was transferred to a standard normal distribution (Duggins, et al. 2010).

Geoenvironmental Disasters

Expert writing Tips

Best practice

When choosing a distribution, carefully consider the underlying data and the goals of your analysis. A distribution that fits one dataset may not be suitable for another. Always validate your choice with appropriate statistical tests.

Common error

Avoid blindly applying common distributions (like normal or uniform) without verifying their suitability for your data. Always check for skewness, kurtosis, and other characteristics that might suggest a different distribution. Using an ill-fitting distribution can lead to incorrect conclusions.

Linguistic Context

The phrase "a suitable distribution" functions as a noun phrase, where "suitable" modifies the noun "distribution". According to Ludwig AI, this phrase is grammatically correct and commonly used. It typically serves to identify a distribution that is appropriate for a specific purpose or context.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "a suitable distribution" is a grammatically sound phrase predominantly used in scientific and statistical contexts. Ludwig AI confirms its correctness and common usage. When using this phrase, remember to choose a distribution that aligns with the characteristics of your data and the objectives of your analysis. Alternatives such as "an appropriate distribution" or "a fitting distribution" can be employed for variety. Be cautious of blindly applying common distributions without proper validation to avoid misleading results.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

an appropriate distribution

Replaces "suitable" with "appropriate", indicating a distribution that is fitting or proper for the given context.

a fitting distribution

Substitutes "suitable" with "fitting", suggesting a distribution that aligns well with the requirements or purpose.

a proper distribution

Uses "proper" instead of "suitable", emphasizing that the distribution adheres to established norms or standards.

a well-suited distribution

Emphasizes the compatibility of the distribution with the specific context or data.

an adequate distribution

Replaces "suitable" with "adequate", implying that the distribution is sufficient or satisfactory for a specific need.

a satisfactory distribution

Indicates the distribution meets the necessary requirements and is acceptable.

a relevant distribution

Indicates that the distribution is pertinent and applicable to the situation.

a tailored distribution

Implies that the distribution has been customized or adapted to fit particular requirements.

a custom distribution

Suggests the distribution is specifically designed for a particular purpose or dataset.

an optimal distribution

Highlights that the distribution is the most favorable or advantageous choice.

FAQs

How do I select "a suitable distribution" for my data?

Selecting "a suitable distribution" involves analyzing your data's characteristics, such as skewness and kurtosis, and matching them to the properties of different distributions. Common choices include normal, exponential, and Poisson distributions, each suitable for different data types. Statistical tests can help validate your choice.

What are some alternatives to saying "a suitable distribution"?

You can use alternatives like "an appropriate distribution", "a fitting distribution", or "a proper distribution", depending on the specific context.

What happens if I don't choose "a suitable distribution"?

Failing to choose "a suitable distribution" can lead to inaccurate statistical analyses and incorrect conclusions. The model might not accurately represent the underlying data, resulting in flawed predictions and interpretations.

In what contexts is the phrase "a suitable distribution" commonly used?

The phrase "a suitable distribution" is frequently used in statistical analysis, data modeling, and probability theory. It is common in scientific research, engineering, and other fields where understanding data patterns is crucial.