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[32])
20	27.94	-	-	-	-	-	-	-
21	25.23	-	-	-	-	-	-	-
22	26.53	-	-	-	-	-	-	-
23	27.21	-	-	-	-	-	-	-
24	28.53	-	-	-	-	-	-	-
25	30.35	-	-	-	-	-	-	-
26	31.21	-	-	-	-	-	-	-
27	32.86	-	-	-	-	-	-	-
28	33.2	-	-	-	-	-	-	-
29	35.73	-	-	-	-	-	-	-
30	34.53	-	-	-	-	-	-	-
31	36.54	-	-	-	-	-	-	-
32	40.1	-	-	-	-	-	-	-
33	40.56	43.5653	40.4782	46.6525	0.0282	0.9861	1	0.9861
34	46.14	44.5196	38.8723	50.1668	0.2869	0.9153	1	0.9375
35	42.85	42.0266	33.9435	50.1097	0.4209	0.1593	0.9998	0.6798
36	38.22	41.0451	31.8484	50.2418	0.2736	0.3502	0.9962	0.5798
37	40.18	42.1495	32.2693	52.0298	0.348	0.7822	0.9904	0.6578
38	42.19	42.7953	32.0384	53.5522	0.4561	0.6832	0.9826	0.6883
39	47.56	42.1447	30.3778	53.9116	0.1835	0.497	0.939	0.6333
40	47.26	41.6495	29.0522	54.2467	0.1913	0.1789	0.9057	0.5953
41	44.03	41.7314	28.4595	55.0033	0.3671	0.2071	0.8123	0.5952
42	49.83	42.0877	28.1436	56.0318	0.1382	0.3924	0.856	0.61
43	53.35	41.894	27.2522	56.5359	0.0626	0.144	0.7632	0.5949
44	58.9	41.5316	26.2314	56.8318	0.013	0.065	0.5728	0.5728
45	59.64	41.3391	25.4839	57.1944	0.0118	0.015	0.5384	0.5609
46	56.99	41.3844	25.0166	57.7522	0.0308	0.0144	0.2845	0.5611
47	53.2	41.5332	24.669	58.3974	0.0876	0.0362	0.4392	0.5661
48	53.24	41.5463	24.179	58.9136	0.0935	0.0942	0.6463	0.5648
49	57.85	41.4841	23.6245	59.3436	0.0362	0.0985	0.5569	0.5604
50	55.69	41.4759	23.1476	59.8041	0.0643	0.04	0.4696	0.5585
51	55.64	41.5322	22.7502	60.3143	0.0705	0.0698	0.2647	0.5594
52	62.52	41.5529	22.3228	60.7829	0.0163	0.0755	0.2804	0.5589
53	64.4	41.5572	21.887	61.2275	0.0114	0.0184	0.4027	0.5577
54	64.65	41.5345	21.436	61.633	0.0121	0.0129	0.2093	0.5556
55	67.71	41.5614	21.045	62.0778	0.0062	0.0137	0.13	0.5555
56	67.21	41.6004	20.6736	62.5272	0.0082	0.0072	0.0526	0.5559
57	59.37	41.631	20.2953	62.9667	0.0516	0.0094	0.049	0.5559
58	53.26	41.6342	19.8947	63.3737	0.1473	0.0549	0.0831	0.555
59	52.42	41.612	19.4748	63.7492	0.1693	0.1512	0.1524	0.5532
60	55.03	41.6044	19.0788	64.1301	0.1214	0.1733	0.1557	0.5521

Univariate ARIMA Extrapolation Forecast Performance
time	% S.E.	PE	MAPE	Sq.E	MSE	RMSE
33	0.0362	-0.069	0	9.032	0	0
34	0.0647	0.0364	0.0527	2.6258	5.8289	2.4143
35	0.0981	0.0196	0.0417	0.678	4.1119	2.0278
36	0.1143	-0.0688	0.0485	7.9814	5.0793	2.2537
37	0.1196	-0.0467	0.0481	3.8791	4.8393	2.1998
38	0.1282	-0.0141	0.0424	0.3664	4.0938	2.0233
39	0.1425	0.1285	0.0547	29.3252	7.6983	2.7746
40	0.1543	0.1347	0.0647	31.4781	10.6708	3.2666
41	0.1623	0.0551	0.0637	5.2836	10.0722	3.1737
42	0.169	0.184	0.0757	59.9432	15.0593	3.8806
43	0.1783	0.2735	0.0937	131.2388	25.6211	5.0617
44	0.188	0.4182	0.1207	301.662	48.6245	6.9731
45	0.1957	0.4427	0.1455	334.9217	70.6473	8.4052
46	0.2018	0.3771	0.162	243.5338	82.9964	9.1102
47	0.2072	0.2809	0.17	136.1145	86.5376	9.3026
48	0.2133	0.2815	0.1769	136.7422	89.6754	9.4697
49	0.2197	0.3945	0.1897	267.844	100.1559	10.0078
50	0.2255	0.3427	0.1982	202.0414	105.8162	10.2867
51	0.2307	0.3397	0.2057	199.0287	110.7221	10.5225
52	0.2361	0.5046	0.2206	439.6207	127.167	11.2768
53	0.2415	0.5497	0.2363	521.7919	145.9587	12.0813
54	0.2469	0.5565	0.2508	534.3261	163.6118	12.7911
55	0.2519	0.6292	0.2673	683.7487	186.2264	13.6465
56	0.2567	0.6156	0.2818	655.8506	205.7941	14.3455
57	0.2615	0.4261	0.2876	314.673	210.1492	14.4965
58	0.2664	0.2792	0.2873	135.1597	207.265	14.3967
59	0.2714	0.2597	0.2862	116.8129	203.9149	14.2799
60	0.2762	0.3227	0.2875	180.2455	203.0696	14.2502