Temporal Forecasting with a Bayesian Spatial Predictor: Application to Ozone

Table 1

The root-mean-square-predictive error (RMSPE) of the one-day-ahead prediction at fourteen gauged sites by using M1 and M2. M1 dominates M2 in all but 1 case.

Gauged site	RMSPE (M1)	RMSPE (M2)
1	0.71	3.06
2	0.63	2.72
3	0.63	2.16
4	0.70	2.06
5	1.73	1.61
6	0.86	1.52
7	0.47	2.05
8	1.00	2.73
9	0.77	2.65
10	0.71	2.35
11	0.70	3.04
12	0.67	1.85
13	0.85	3.50
14	1.04	2.37