# Geometric

##### The Geometric Distribution

Density, distribution function, quantile function and random
generation for the geometric distribution with parameter `prob`

.

- Keywords
- distribution

##### Usage

```
dgeom(x, prob, log = FALSE)
pgeom(q, prob, lower.tail = TRUE, log.p = FALSE)
qgeom(p, prob, lower.tail = TRUE, log.p = FALSE)
rgeom(n, prob)
```

##### Arguments

- x, q
vector of quantiles representing the number of failures in a sequence of Bernoulli trials before success occurs.

- p
vector of probabilities.

- n
number of observations. If

`length(n) > 1`

, the length is taken to be the number required.- prob
probability of success in each trial.

`0 < prob <= 1`

.- log, log.p
logical; if TRUE, probabilities p are given as log(p).

- lower.tail
logical; if TRUE (default), probabilities are \(P[X \le x]\), otherwise, \(P[X > x]\).

##### Details

The geometric distribution with `prob`

\(= p\) has density
$$p(x) = p {(1-p)}^{x}$$
for \(x = 0, 1, 2, \ldots\), \(0 < p \le 1\).

If an element of `x`

is not integer, the result of `dgeom`

is zero, with a warning.

The quantile is defined as the smallest value \(x\) such that \(F(x) \ge p\), where \(F\) is the distribution function.

##### Value

`dgeom`

gives the density,
`pgeom`

gives the distribution function,
`qgeom`

gives the quantile function, and
`rgeom`

generates random deviates.

Invalid `prob`

will result in return value `NaN`

, with a warning.

The length of the result is determined by `n`

for
`rgeom`

, and is the maximum of the lengths of the
numerical arguments for the other functions.

The numerical arguments other than `n`

are recycled to the
length of the result. Only the first elements of the logical
arguments are used.

##### See Also

Distributions for other standard distributions, including
`dnbinom`

for the negative binomial which generalizes
the geometric distribution.

##### Examples

`library(stats)`

```
# NOT RUN {
qgeom((1:9)/10, prob = .2)
Ni <- rgeom(20, prob = 1/4); table(factor(Ni, 0:max(Ni)))
# }
```

*Documentation reproduced from package stats, version 3.5.0, License: Part of R 3.5.0*