ALL ABOUT AR, MA, ARMA, ARIMA, ACF AND PACF: — Time Series can be defined as a set of measurements of certain
variable made at regular time intervals. Time acts as an independent variable for estimation. A time series defined by the values Y1, Y2.. of a variable Y
at times t1, t2, t3.. …