TSA: Self-Train Self-Test Algorithm
Maninder Bir Singh Gulshan, Bhavya Sharma, Manasvi Grover, Prerna Gupta · 2020 IEEE International Conference for Innovation in Technology (INOCON) · 2020
This paper explains Time Series Analysis Algorithm in detailed key points. Further it will give description about Moving Averages and Autoregression. It also explain parameters used in the algorithm such as Integrator, AR, MA in ARIMA model. This paper tells the Dickey Fuller Test of Stationarity to check whether the dataset provided is stationery on non-stationary. This paper briefly explains the types of smoothing techniques i.e. how to smoothen values in the dataset. This paper not only provides the description of the model but also the example of the models explained with Jupyter Notebook Tool with Python 3.8 version.