Time Series Algorithms Recipes
Kulkarni, Akshay R / Shivananda, Adarsha / Kulkarni, Anoosh / Krishnan, V Adithya
This book teaches the practical implementation of various concepts for time series analysis and modeling with Python through problem-solution-style recipes, starting with data reading and preprocessing.
It begins with the fundamentals of time series forecasting using statistical modeling methods like AR (autoregressive), MA (moving-average), ARMA (autoregressive moving-average), and ARIMA (autoregressive integrated moving-average). Next, you'...