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	45.0792	40.7723	49.7915	0.0301	0.9808	1	0.9808
34	46.14	46.6077	38.6334	56.0339	0.4613	0.8957	1	0.912
35	42.85	43.1563	32.7173	56.5027	0.4821	0.3306	0.9904	0.6732
36	38.22	42.0647	30.5682	57.316	0.3106	0.4598	0.959	0.5997
37	40.18	43.4117	30.8002	60.4943	0.3554	0.7243	0.933	0.648
38	42.19	44.6563	30.8105	63.8703	0.4007	0.676	0.9149	0.679
39	47.56	42.578	28.331	62.977	0.3161	0.5149	0.8248	0.5941
40	47.26	40.2981	25.9522	61.424	0.2592	0.2502	0.7449	0.5073
41	44.03	39.5336	24.8143	61.692	0.3454	0.2472	0.6317	0.48
42	49.83	40.7078	24.9927	64.8164	0.2292	0.3935	0.6923	0.5197
43	53.35	40.3025	24.1387	65.6287	0.1563	0.2305	0.6145	0.5063
44	58.9	39.3508	22.9857	65.5441	0.0718	0.1474	0.4776	0.4776
45	59.64	37.7965	21.6377	64.1049	0.0518	0.0579	0.4184	0.4319
46	56.99	38.2023	21.5633	65.6182	0.0896	0.0627	0.2852	0.446
47	53.2	39.2051	21.8789	68.0291	0.1706	0.1133	0.4021	0.4757
48	53.24	38.944	21.4082	68.4899	0.1715	0.1721	0.5192	0.4694
49	57.85	38.4718	20.8087	68.641	0.104	0.1687	0.4558	0.4579
50	55.69	38.2037	20.3528	69.0844	0.1335	0.1062	0.4001	0.4521
51	55.64	39.8685	21.0063	72.8026	0.174	0.1732	0.3236	0.4945
52	62.52	41.5971	21.6798	76.6924	0.1213	0.2164	0.3759	0.5333
53	64.4	42.3923	21.821	79.0195	0.1195	0.1407	0.4651	0.5488
54	64.65	41.449	21.0177	78.2855	0.1085	0.111	0.3278	0.5286
55	67.71	41.926	21.0011	80.0395	0.0924	0.1213	0.2784	0.5374
56	67.21	42.7978	21.1964	82.5162	0.1142	0.1095	0.2134	0.553
57	59.37	44.4625	21.7358	86.7054	0.2446	0.1456	0.2407	0.5802
58	53.26	44.0552	21.1496	87.2763	0.3382	0.2437	0.2787	0.5712
59	52.42	42.9918	20.2247	86.6788	0.3361	0.3225	0.3235	0.5516
60	55.03	43.2575	20.0252	88.4336	0.3048	0.3455	0.3325	0.5545

Univariate ARIMA Extrapolation Forecast Performance
time	% S.E.	PE	MAPE	Sq.E	MSE	RMSE
33	0.0533	-0.1003	0	20.4236	0	0
34	0.1032	-0.01	0.0551	0.2187	10.3212	3.2127
35	0.1578	-0.0071	0.0391	0.0938	6.912	2.6291
36	0.185	-0.0914	0.0522	14.7817	8.8794	2.9798
37	0.2008	-0.0744	0.0566	10.4441	9.1924	3.0319
38	0.2195	-0.0552	0.0564	6.0828	8.6741	2.9452
39	0.2444	0.117	0.0651	24.8207	10.9808	3.3137
40	0.2675	0.1728	0.0785	48.4685	15.6667	3.9581
41	0.286	0.1137	0.0824	20.2174	16.1724	4.0215
42	0.3022	0.2241	0.0966	83.2153	22.8767	4.783
43	0.3206	0.3237	0.1173	170.2367	36.273	6.0227
44	0.3396	0.4968	0.1489	382.1719	65.0979	8.0683
45	0.3551	0.5779	0.1819	477.1382	96.7933	9.8384
46	0.3661	0.4918	0.204	352.9783	115.0923	10.7281
47	0.3751	0.357	0.2142	195.8586	120.4767	10.9762
48	0.3871	0.3671	0.2238	204.375	125.7203	11.2125
49	0.4001	0.5037	0.2402	375.513	140.414	11.8496
50	0.4124	0.4577	0.2523	305.7714	149.6005	12.2311
51	0.4215	0.3956	0.2599	248.7408	154.8185	12.4426
52	0.4305	0.503	0.272	437.7681	168.9659	12.9987
53	0.4408	0.5191	0.2838	484.3368	183.9836	13.5641
54	0.4534	0.5597	0.2963	538.2874	200.0883	14.1453
55	0.4638	0.615	0.3102	664.8125	220.2937	14.8423
56	0.4735	0.5704	0.321	595.9565	235.9463	15.3605
57	0.4847	0.3353	0.3216	222.2321	235.3978	15.3427
58	0.5005	0.2089	0.3173	84.7283	229.6028	15.1526
59	0.5185	0.2193	0.3136	88.8919	224.3913	14.9797
60	0.5328	0.2721	0.3122	138.591	221.327	14.8771