A function to plot probability distribution functions (pdf) belonging to the gamlss family of distributions. This function allows either plotting of the fitted distributions for up to eight observations or plotting specified distributions belonging in the gamlss family

```
pdf.plot(obj = NULL, obs = c(1), family = NO(), mu = NULL,
sigma = NULL, nu = NULL, tau = NULL, from = 0,
to = 10, min = NULL, max = NULL, no.points = 201,
no.title = FALSE, col = gray(0.4), y.axis.lim = 1.1,
frame.plot = TRUE, ...)
```

plot(s) of the required pdf(s) are returned

- obj
An gamlss object e.g.

`obj=model1`

where model1 is a fitted gamlss object- obs
A number or vector of up to length eight indicating the case numbers of the observations for which fitted distributions are to be displayed, e.g.

`obs=c(23,58)`

will display the fitted distribution for the 23th and 58th observations- family
This must be a gamlss family i.e.

`family=NO`

- mu
The value(s) of the location parameter mu for which the distribution has to be evaluated e.g

`mu=c(3,7)`

- sigma
The value(s) the scale parameter sigma for which the distribution has to be evaluated e.g

`sigma=c(3,7)`

- nu
The value(s) the parameter nu for which the distribution has to be evaluated e.g.

`nu=3`

- tau
The value(s) the parameter tau for which the distribution has be evaluated e.g.

`tau=5`

- from
Minimum value of the random variable y (identical to

`min`

)- to
Maximum value of the random variable y(identical to

`max`

)- min
Minimum value of the random variable y e.g.

`min=0`

- max
Maximum value of y e.g.

`max=10`

- no.points
the number fo point in which the function will be evaluated

- no.title
Whether you need title in the plot, default is

`no.title=FALSE`

- col
the colot of the lines

- y.axis.lim
the limits for the y-axis

- frame.plot
whether to frame the individual plots

- ...
for extra arguments, Note that a useful argument can be

`col.axis`

,`col.lab`

,`cex.axis`

,`cex.lab`

etc.

Mikis Stasinopoulos d.stasinopoulos@londonmet.ac.uk and Calliope Akantziliotou

The range of some distributions depends on the fitted parameters

This function can be used to plot distributions of the GAMLSS family.
If the first argument `obj`

is specified and it is a GAMLSS fitted object, then the fitted distribution of this model
at specified observation values (given by the second argument `obs`

) is plotted for a specified y-variable range (arguments
`min`

, `max`

, and `step`

).

If the first argument is not given then the `family`

argument has to be specified and the pdf is plotted at specified values of the parameters
`mu`

, `sigma`

, `nu`

, `tau`

. Again the range of the y-variable has to be given.

Rigby, R. A. and Stasinopoulos D. M. (2005). Generalized additive models for location, scale and shape,(with discussion),
*Appl. Statist.*, **54**, part 3, pp 507-554.

Rigby, R. A., Stasinopoulos, D. M., Heller, G. Z., and De Bastiani, F. (2019)
*Distributions for modeling location, scale, and shape: Using GAMLSS in R*, Chapman and Hall/CRC. An older version can be found in https://www.gamlss.com/.

Stasinopoulos D. M. Rigby R.A. (2007) Generalized additive models for location scale and shape (GAMLSS) in R.
*Journal of Statistical Software*, Vol. **23**, Issue 7, Dec 2007, https://www.jstatsoft.org/v23/i07/.

Stasinopoulos D. M., Rigby R.A., Heller G., Voudouris V., and De Bastiani F., (2017)
*Flexible Regression and Smoothing: Using GAMLSS in R*, Chapman and Hall/CRC.

(see also https://www.gamlss.com/).

`gamlss`

```
pdf.plot(family=BCT, min=1, max=20, mu=10, sigma=0.15, nu=-1, tau=c(4,10,20,40) )
if (FALSE) {
# now using an gamlss object
data(abdom)
h<-gamlss(y~pb(x), sigma.formula=~pb(x), family=BCT, data=abdom) # fits
pdf.plot(obj=h , obs=c(23,67), min=50, max=150)
}
```

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