# bandwidth.nrd

From MASS v7.3-3
by Brian Ripley

##### Bandwidth for density() via Normal Reference Distribution

A well-supported rule-of-thumb for choosing the bandwidth of a Gaussian kernel density estimator.

- Keywords
- dplot

##### Usage

`bandwidth.nrd(x)`

##### Arguments

- x
- A data vector.

##### Value

- A bandwidth on a scale suitable for the
`width`

argument of`density`

.

##### References

Venables, W. N. and Ripley, B. D. (2002)
*Modern Applied Statistics with S.*
Springer, equation (5.5) on page 130.

##### Examples

```
# The function is currently defined as
function(x)
{
r <- quantile(x, c(0.25, 0.75))
h <- (r[2] - r[1])/1.34
4 * 1.06 * min(sqrt(var(x)), h) * length(x)^(-1/5)
}
```

*Documentation reproduced from package MASS, version 7.3-3, License: GPL-2 | GPL-3*

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