gaussian distribution Synonyms

No Synonyms and anytonyms found

gaussian distribution Meaning

Wordnet

gaussian distribution (n)

a theoretical distribution with finite mean and variance

gaussian distribution Sentence Examples

1. In statistics, the Gaussian distribution, also known as the normal distribution, is a bell-shaped curve that represents the distribution of data.
2. Many natural phenomena, such as human height and IQ scores, follow a Gaussian distribution.
3. The central limit theorem states that the sum or average of a large number of independent random variables tends to follow a Gaussian distribution.
4. Gaussian distribution is characterized by its mean and standard deviation, which determine its shape and spread.
5. The probability density function of the Gaussian distribution is given by the famous bell-shaped curve formula.
6. Gaussian distribution is widely used in various fields such as finance, engineering, and physics due to its mathematical properties and real-world applicability.
7. When plotting data on a histogram, if it forms a symmetrical bell curve, it indicates that the data follows a Gaussian distribution.
8. Gaussian distribution is essential in hypothesis testing and inferential statistics to make predictions and draw conclusions about populations.
9. One of the assumptions in linear regression analysis is that the error terms follow a Gaussian distribution.
10. Gaussian distribution plays a crucial role in machine learning algorithms like Gaussian Naive Bayes and Gaussian process regression for classification and regression tasks.

FAQs About the word gaussian distribution

What is the meaning of the word gaussian distribution

a theoretical distribution with finite mean and variance

What are the synonyms of the word gaussian distribution

No synonyms found.

What are the antonyms of the word gaussian distribution

No antonyms found.

What is the usage of word gaussian distribution

In statistics, the Gaussian distribution, also known as the normal distribution, is a bell-shaped curve that represents the distribution of data.

Many natural phenomena, such as human height and IQ scores, follow a Gaussian distribution.

How to use the word gaussian distribution in a sentence?

The central limit theorem states that the sum or average of a large number of independent random variables tends to follow a Gaussian distribution.

Gaussian distribution is characterized by its mean and standard deviation, which determine its shape and spread.