CreateSample: Creates sample of data

View source: R/CreateSample.R

CreateSampleR Documentation

Creates sample of data

Description

Generates sample of correlated data with univariate g-and-h distributions.

Usage

CreateSample(n, k, r, g, h, uniform)

Arguments

n

Sample size

k

Number of variables

r

Correlation among variables

g

Parameter used to control asymmetry (scalar); sign indicates direction and absolute value indicates magnitude of skew (e.g., +/- .30 yields substantial asymmetry).

h

Parameter used to control tail weight (scalar); positive values yield tails that are longer/thinner than a standard normal curve, negative values do the reverse (e.g., +/- .15 is a substantial departure from normality).

uniform

Whether to generate random values (the program default) or use uniformly distributed quantiles (T/F).

Details

Called by higher-order functions; users do not need to call this function directly.

Value

Sample of data

Author(s)

John Ruscio <ruscio@tcnj.edu> and Shirley Wang <shirleywang@g.harvard.edu> Maintainer: John Ruscio <ruscio@tcnj.edu>


RTaxometrics documentation built on May 31, 2023, 8:29 p.m.