a$.$ Using mathematical notation, list the three properties of a stationary time series.

b$.$ A classic example of non$-$stationary time series is the Random Walk Model, State the equation of the random walk without drift.

c$.$ Derive the mean of the equation you stated in part $($b$)$

d$.$ Derive the Variance of the equation you stated in part $($b$)$