normal distribution

American  

noun

Statistics.

1. a theoretical frequency distribution represented by a normal curve.

---

normal distribution British  

noun

1. Also called: Gaussian distribution.  statistics a continuous distribution of a random variable with its mean, median, and mode equal, the probability density function of which is given by ( exp- [( x –μ)²/2σ²]/σ√(2π)) where μ is the mean and σ² the variance

---

normal distribution Scientific  

/ nôr′məl /

1. A theoretical frequency distribution for a set of variable data, usually represented by a bell-shaped curve symmetrical about the mean.

---

Etymology

Origin of normal distribution

First recorded in 1895–1900

Example Sentences

Since humans are bad at thinking probabilistically, we’ll be tempted to deem those folks flipping geniuses, rather than see their achievements as predictable points on a normal distribution of outcomes.

From Washington Post • Nov. 30, 2022

A confidence interval for a population mean with a known standard deviation is based on the fact that the sampling distribution of the sample means follow an approximately normal distribution.

From Textbooks • Nov. 29, 2017

It is also important to note that because the normal distribution is symmetrical it does not matter if the z-score is positive or negative when calculating a probability.

From Textbooks • Nov. 29, 2017

First, we need to check if the binomial distribution is symmetrical enough to use the normal distribution.

From Textbooks • Nov. 29, 2017

The normal distribution also arises in the measuring process.

From "Innumeracy: Mathematical Illiteracy and Its Consequences" by John Allen Paulos