This work involves both unsupervised and supervised methods. The entire assignment has been done with the help of SPSS.
The first question is related to the use of principal components and the techniques to decided how many components to keep. Dimenionality reduction is therefore used.
The second question simply asks whether or not Factor analysis is an appropriate tool to use.
The following questions describe the use of the ARIMA MODELS in relation to a time series.