What is the main difference between a white noise and a random walk time series?
1
White noise is a stationary time series, while a random walk is not.
2
White noise has no correlation between consecutive observations, while a random walk has a positive correlation.
3
White noise has a constant mean, while a random walk has a changing mean.
4
White noise has a normal distribution, while a random walk does not.