data.gen.fbm {synthesis} | R Documentation |
Generate a time series of fractional Brownian motion.
Description
This function generates a a time series of one dimension fractional Brownian motion.
Usage
data.gen.fbm(
hurst = 0.95,
time = seq(0, by = 0.01, length.out = 1000),
do.plot = TRUE
)
Arguments
hurst |
the hurst index, with the default value 0.95, ranging from [0,1]. |
time |
the temporal interval at which the system will be generated. Default seq(0,by=0.01,len=1000). |
do.plot |
a logical value. If TRUE (default value), a plot of the generated system is shown. |
Value
A ts object.
References
Zdravko Botev (2020). Fractional Brownian motion generator (https://www.mathworks.com/matlabcentral/fileexchange/38935-fractional-brownian-motion-generator), MATLAB Central File Exchange. Retrieved August 17, 2020.
Kroese, D. P., & Botev, Z. I. (2015). Spatial Process Simulation. In Stochastic Geometry, Spatial Statistics and Random Fields(pp. 369-404) Springer International Publishing, DOI: 10.1007/978-3-319-10064-7_12
Examples
set.seed(123)
x <- data.gen.fbm()