Univariate ARIMA Extrapolation Forecast
time	Y[t]	F[t]	95% LB	95% UB	p-value (H0: Y[t] = F[t])	P(F[t]>Y[t-1])	P(F[t]>Y[t-s])	P(F[t]>Y[51])
47	20.4	-	-	-	-	-	-	-
48	20.91	-	-	-	-	-	-	-
49	21.95	-	-	-	-	-	-	-
50	21.83	-	-	-	-	-	-	-
51	22.27	-	-	-	-	-	-	-
52	21.99	22.119	20.4532	23.9204	0.4442	0.4347	0.9058	0.4347
53	21.66	21.9596	19.7815	24.3775	0.4041	0.4902	0.5031	0.4007
54	20.32	21.9615	19.3643	24.9071	0.1374	0.5795	0.5349	0.4187
55	20.62	21.887	18.9505	25.2785	0.232	0.8174	0.4124	0.4124
56	20.28	21.8957	18.749	25.5706	0.1944	0.7519	0.4799	0.4209
57	20.79	21.8947	18.5456	25.8486	0.292	0.7883	0.5463	0.4262
58	22.86	21.8948	18.3586	26.1121	0.3269	0.6962	0.7679	0.4308
59	22.59	21.8948	18.1834	26.3638	0.3802	0.336	0.712	0.4346
60	23.29	21.8948	18.0183	26.6053	0.2808	0.3862	0.7492	0.438
61	21.87	21.8948	17.8621	26.838	0.4961	0.2901	0.6693	0.4409
62	21.52	21.8948	17.7135	27.0631	0.4435	0.5038	0.3572	0.4434
63	22	21.8948	17.5717	27.2815	0.4847	0.5542	0.4002	0.4457

Univariate ARIMA Extrapolation Forecast Performance
time	% S.E.	PE	MAPE	Sq.E	MSE	RMSE
52	0.0416	-0.0058	0	0.0166	0	0
53	0.0562	-0.0136	0.0097	0.0898	0.0532	0.2306
54	0.0684	-0.0747	0.0314	2.6945	0.9336	0.9663
55	0.0791	-0.0579	0.038	1.6053	1.1016	1.0496
56	0.0856	-0.0738	0.0452	2.6105	1.4034	1.1846
57	0.0921	-0.0505	0.0461	1.2204	1.3729	1.1717
58	0.0983	0.0441	0.0458	0.9316	1.3098	1.1445
59	0.1041	0.0318	0.044	0.4833	1.2065	1.0984
60	0.1098	0.0637	0.0462	1.9466	1.2887	1.1352
61	0.1152	-0.0011	0.0417	6e-04	1.1599	1.077
62	0.1204	-0.0171	0.0395	0.1405	1.0672	1.0331
63	0.1255	0.0048	0.0366	0.0111	0.9792	0.9896