A random walk is a simple example of non-stationary process.
A random walk has:
- No specified mean or variance
- Strong dependence over time
- It’s changes or increments are white noise
Simulating random walk in R:
arima.sim(model=list(order=c(0,1,0)),n=50)->rw ts.plot(rw)
