We investigate the potential for statistical forecasting of aggregate oil and gas investment on the Norwegian … random walk benchmark in an out-of-sample environment. Second, lags of investment growth, crude oil price growth and realized … volatility is found to be adequate predictors for the investment growth. Finally, there is a clear benefit from re-estimating the …