Time Series Analysis, Time Series Forecasting, Time Series Model, Machine Learning, Data Science.
change (df.shift(1)/df) 3] White noise and random walk: White Noise: A time series is white noise when sequence of uncorrelated random variables that are identically distributed. Stock returns are often modeled as white noise. Unfortunately, for white noise, we cannot forecast future observations