Based on the data patterns, separately implement each of the following four forecasting models: $($i$)$ linear trend forecast, $($ii$)$ trend and seasonal forecast with dummy variables, and moving average forecast with periods $($iii$)k=2$ and $($iv$)k=4.$ Explain why these methods may or may not be used for forecasting in this case. points