Forecasting Computer Usage

Abstract

The dataset bestbuy.dat.txt contains actual monthly data on computer usage (Millions of Instructions Per Second, MIPS) and total number of stores from August 1996 to July 2000. Additionally, information on the planned number of stores through December 2001 is available. This dataset can be used to compare time-series forecasting with trend and seasonality components and causal forecasting based on simple linear regression. The simple linear regression model exhibits unequal error variances, suggesting a transformation of the dependent variable.

• Causal forecasting
• Model-building
• Seasonal Variation
• Simple linear regression
• Time-series forecasting
• Transformations