Normal distribution

Plots the CDF and PDF graphs for normal distribution with given mean and variance.

This page exists due to the efforts of the following people:

Anton

Michele

Michele

Created: 2015-11-28 20:40:11, Last updated: 2020-11-27 19:56:31

Normal distribution takes a unique role in the probability theory. This is the most common continuous probability distribution, commonly used for random values representation of unknown distribution law.

Probability density function

Normal distribution probability density function is the Gauss function:
f(x) = \tfrac{1}{\sigma\sqrt{2\pi}}\; e^{ -\frac{(x-\mu)^2}{2\sigma^2} }

where μ — mean,
σ — standard deviation,
σ ² — variance,
Median and mode of Normal distribution equal to mean μ.

The calculator below gives probability density function value and cumulative distribution function value for the given x, mean, and variance:

PLANETCALC, Normal distribution

Normal distribution

Digits after the decimal point: 5
Probability density function value
 
Cumulative distribution function value
 
PDF Graph
The file is very large. Browser slowdown may occur during loading and creation.
CDF Graph
The file is very large. Browser slowdown may occur during loading and creation.

Cumulative distribution function

Normal distribution cumulative distribution function has the following formula:
\frac12\left[1 + \operatorname{erf}\left( \frac{x-\mu}{\sigma\sqrt{2}}\right)\right]
where, erf(x) - error function, given as:
\operatorname{erf}(x) = \frac{2}{\sqrt{\pi}}\int\limits_0^x e^{-t^2}\,\mathrm dt

Quantile function

Normal distribution quantile function (inverse CDF) given as inverse error function:

F^{-1}(p) = \mu + \sigma\sqrt2\,\operatorname{erf}^{-1}(2p - 1)
p lays in the range [0,1]

Standard normal distribution quantile function (σ =1, μ=0) equates like this:
 \Phi^{-1}(p)\; =\; \sqrt2\;\operatorname{erf}^{-1}(2p - 1)
This function is called the probit function.

The calculator below gives quantile value by probability for the specified through mean and variance normal distribution( set variance=1 and mean=0 for probit function).

PLANETCALC, Normal Distribution Quantile function

Normal Distribution Quantile function

Digits after the decimal point: 2
Quantile
 

URL copied to clipboard
PLANETCALC, Normal distribution

Comments