simuOneCol: Function to generate data of one column

In ShojiTaniguchi/timsync: Mixed model for time series with synchronization

Description

Function to generate data of one column

Usage

simuOneCol(n_time, n_grp, rho, omega, rndVar = F, mean = 0, sd = 0)

Arguments

n_time	Length of the time series
n_grp	Number of groups
rho	Parameter of serial correlation
omega	Parameter of synchronization
rndVar	Set random numbers for the each group mean. Default is FALSE
mean	mean value (hyper parameter) in the distribution of the group mean. Default is 0
sd	sd value (hyper parameter) in the distribution of the group mean. Default is 0

Examples

n_time <- 100
n_grp <- 5

y <- simuOneCol(n_time, n_area, rho = 0.5, omega = 0.5,
 rndVar = T, mean = 0, sd = 1)
x0 <- rep(1, n_time * n_grp) # Intercept
x1 <- simuOneCol(n_time, n_grp, rho = 0.5, omega = 1)
x2 <- simuOneCol(n_time, n_grp, rho = 0.5, omega = 0)
area <- makeGrp(n_time, n_grp)

dat <- data.frame(y, x0, x1, x2, area)

ShojiTaniguchi/timsync documentation built on Oct. 10, 2020, 3:33 p.m.