data_dim: Function to deal with data sets

In gamlss.ggplots: Plotting Generalised Additive Model for Location, Scale and Shape

Function to deal with data sets

Description

This is a set of function are designed to help the user to deal with new data sets.

Usage

data_dim(data)
data_which_na(data)
data_names(data)
data_sorter_names(data, max = 5, newnames)

Arguments

data	a data frame
max	the maximum number of characters allowed
newnames	New names if not abbreviated required

Details

The function data_dim() gives the dimensions and whether missing values exist.

The function data_which_na() gives the number of missing observation for each variable in the data

The function data_names() gives the names of the variables

The function data_sorter_names() takes the current names and abbreviates to max characters.

Value

The function data_dim() print the dimensions and whether missing values exist.

The function data_which_na() prints the number of missing observation for each variable in the data

The function data_names() prints the names of the variables

The function data_sorter_names() takes the current names and abbreviates to max characters and return a new data frame

Author(s)

Mikis Stasinopoulos, Bob Rigby and Fernanda De Bastiani

References

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/).

See Also

data_cor

Examples

data_dim(rent)
data_which_na(rent)
data_names(rent)
data_sorter_names(rent)

gamlss.ggplots documentation built on Sept. 3, 2023, 5:08 p.m.