calculate.residuals {OutSeekR}R Documentation

Calculate residuals

Description

Calculate residuals between quantiles of the input and quantiles of one of four distributions: normal, log-normal, exponential, or gamma.

Usage

calculate.residuals(x, distribution)

Arguments

x

A numeric vector.

distribution

A number corresponding to the optimal distribution of x as returned by, e.g., identify.bic.optimal.data.distribution(). One of

  • 1 = normal,

  • 2 = log-normal,

  • 3 = exponential, and

  • 4 = gamma.

Value

A numeric vector of the same length as x. Names are not retained.

Examples

# Generate fake data.
set.seed(1234);
x <- rgamma(
    n = 20,
    shape = 2,
    scale = 2
    );
names(x) <- paste(
    'Sample',
    seq_along(x),
    sep = '.'
    );
calculate.residuals(
    x = x,
    distribution = 4
    );


[Package OutSeekR version 1.0.0 Index]