rcensIfix: Generate interval censoring sample (Fix)

In rcens: Generate Sample Censoring

Generate interval censoring sample (Fix)

Description

Generator of interval censored samples where the length of interval is fixed, given a generator of samples of the distribution X (rdistrX) with parameters appended by the list param_X. In which, you can control the desired censorship percentage.

Usage

rcensIfix(
  rdistrX,
  param_X,
  interval_length,
  n = 10000,
  theta = 1,
  verbose = FALSE
)

Arguments

rdistrX	sample generator of distribution X. First argument number of samples, next arguments in param_X.
param_X	list with parameters of rdistrX function.
interval_length	length of interval
n	number of sample to create.
theta	Desired censoring percentage
verbose	if TRUE print a censoring percentage of new created database.

Value

A list with sample data information:

sample_censored	vector of censored sample
sample_uncensored	vector of uncensored sample (original)
censored_indicator	vector of 1 and 0 indicating whether the i-th sample is censored
	1:= no censored, 0:= censored
n_censored	number of censored samples

Author(s)

Daniel Saavedra Morales

See Also

rcensT1 for generate censorship sample type I.
rcensT2 for generate censorship sample type II.
rcensT3 for generate censorship sample type III
rcensI for generate interval censoring sample with random length interval

Examples

#Example Exponential - Uniform

Data_Ifix = rcensIfix(rdistrX = rexp, interval_length = 2,
                   param_X = list("rate" = .5),
                   n = 1e02, theta = .9)

## Example with plot in examples_plot/Example_rcensIfix_plot.R

rcens documentation built on May 29, 2024, 3:11 a.m.