Time Series Analysis, Time Series Forecasting, Time Series Model, Machine Learning, Data Science.
test whether the time series is random walk, you can regress current values on lagged values. If the slope coefficient (beta) is not significantly different from one then we cannot reject the null hypothesis that the series is a random walk. However if the slope is less than one we can reject the