Tests for first order autocorrelation, i.e. between the value and the previous value .

The DW test can take values between 0 and 4.

0: positive autocorrelation

2: no autocorrelation

4: negative autocorrelation

So values near 2 indicate that the series does not exhibit autocorrelation.