Count	E(r)	σ^2
0	10.91	19.17
1	13.63	18.68
2	15.84	25.51
3	8.69	11.29
4	8.35	6.69

0	0.0
1	7.227685504501818E-4
2	0.648888180366443
3	0.9840881771783161
4	0.036235538813243075
5	-0.020323715991559167
total:	289.72363216872805

651.27 ; 24.59813041451064

num

Count	Asset 1	Asset 2	Asset 3	Asset 4	Asset 5	E(r)	σ^2	σ	CAL Slope	CAL line	utility	Er Utility
0	0.0333	0.0	-0.0056	0.0	0.9723	8.39	44.04	6.63	0.36	9.44	6.85	9.46
1	0.0267	0.0	0.0165	0.0	0.9566	8.54	42.84	6.54	0.38	9.40	7.05	9.42
2	0.0202	0.0	0.0387	0.0	0.9409	8.69	42.18	6.49	0.41	9.37	7.22	9.40
3	0.0137	0.0	0.0610	0.0	0.9252	8.84	42.04	6.48	0.43	9.36	7.37	9.39
4	0.0072	0.0	0.0832	0.0	0.9095	8.99	42.45	6.51	0.46	9.38	7.51	9.40
5	7.2276	0.0	0.1054	0.0	0.8938	9.14	43.38	6.58	0.47	9.42	7.63	9.44
6	0.0	0.0	0.1257	0.0	0.8742	9.29	44.94	6.70	0.49	9.48	7.72	9.49
7	0.0	0.0	0.1457	0.0	0.8542	9.44	46.98	6.85	0.50	9.56	7.80	9.56
8	0.0	0.0	0.1657	0.0	0.8342	9.59	49.58	7.04	0.51	9.65	7.86	9.65
9	0.0	0.0	0.1857	0.0	0.8142	9.74	52.73	7.26	0.51	9.77	7.90	9.76
10	0.0	0.0	0.2057	0.0	0.7942	9.89	56.43	7.51	0.51	9.90	7.92	9.89
11	0.0	0.0090	0.2193	0.0	0.7715	10.04	60.68	7.78	0.51	10.04	7.92	10.04
12	0.0	0.0268	0.2267	0.0	0.7463	10.19	65.39	8.08	0.51	10.20	7.90	10.21
13	0.0	0.0446	0.2342	0.0	0.7210	10.34	70.55	8.39	0.51	10.36	7.87	10.39
14	0.0	0.0624	0.2417	0.0	0.6958	10.49	76.16	8.72	0.51	10.53	7.83	10.58
15	0.0	0.0801	0.2492	0.0	0.6705	10.64	82.22	9.06	0.51	10.71	7.76	10.80
16	0.0	0.0979	0.2566	0.0	0.6453	10.79	88.73	9.42	0.50	10.89	7.69	11.03
17	0.0	0.1157	0.2641	0.0	0.6200	10.94	95.70	9.78	0.50	11.08	7.59	11.27
18	0.0	0.1334	0.2716	0.0	0.5948	11.09	103.12	10.15	0.50	11.27	7.48	11.53
19	0.0	0.1512	0.2791	0.0	0.5695	11.24	110.98	10.53	0.49	11.47	7.36	11.80
20	0.0	0.1690	0.2866	0.0	0.5443	11.39	119.30	10.92	0.49	11.67	7.22	12.09
21	0.0	0.1868	0.2940	0.0	0.5191	11.54	128.07	11.31	0.49	11.88	7.06	12.40
22	0.0	0.2045	0.3015	0.0	0.4938	11.69	137.29	11.71	0.48	12.08	6.89	12.72
23	0.0	0.2223	0.3090	0.0	0.4686	11.84	146.96	12.12	0.48	12.29	6.70	13.06
24	0.0	0.2401	0.3165	0.0	0.4433	11.99	157.08	12.53	0.47	12.51	6.49	13.42
25	0.0	0.2579	0.3239	0.0	0.4181	12.14	167.65	12.94	0.47	12.72	6.27	13.79
26	0.0	0.2756	0.3314	0.0	0.3928	12.29	178.68	13.36	0.47	12.94	6.04	14.17
27	0.0	0.2934	0.3389	0.0	0.3676	12.44	190.15	13.78	0.46	13.16	5.78	14.57
28	0.0	0.3112	0.3464	0.0	0.3423	12.59	202.08	14.21	0.46	13.38	5.52	14.99
29	0.0	0.3289	0.3539	0.0	0.3171	12.74	214.46	14.64	0.46	13.61	5.23	15.43
30	0.0	0.3467	0.3613	0.0	0.2918	12.89	227.28	15.07	0.45	13.83	4.93	15.87
31	0.0	0.3645	0.3688	0.0	0.2666	13.04	240.56	15.51	0.45	14.06	4.62	16.34
32	0.0	0.3823	0.3763	0.0	0.2413	13.19	254.29	15.94	0.45	14.28	4.29	16.82
33	0.0	0.4000	0.3838	0.0	0.2161	13.34	268.47	16.38	0.44	14.51	3.94	17.32
34	0.0	0.4178	0.3912	0.0	0.1908	13.49	283.11	16.82	0.44	14.74	3.58	17.83
35	0.0	0.4356	0.3987	0.0	0.1656	13.64	298.19	17.26	0.44	14.97	3.20	18.36
36	0.0	0.4533	0.4062	0.0	0.1403	13.79	313.72	17.71	0.44	15.20	2.81	18.90
37	0.0	0.4711	0.4137	0.0	0.1151	13.94	329.71	18.15	0.43	15.43	2.40	19.46
38	0.0	0.4889	0.4212	0.0	0.0898	14.09	346.15	18.60	0.43	15.66	1.97	20.03
39	0.0	0.5067	0.4286	0.0	0.0646	14.24	363.03	19.05	0.43	15.90	1.53	20.63
40	0.0	0.5244	0.4361	0.0	0.0393	14.39	380.37	19.50	0.43	16.13	1.08	21.23
41	0.0	0.5422	0.4436	0.0	0.0141	14.54	398.16	19.95	0.42	16.36	0.60	21.86
42	0.0	0.5600	0.4511	0.0	-0.0111	14.69	416.40	20.40	0.42	16.60	0.11	22.49
43	0.0	0.5777	0.4585	0.0	-0.0363	14.84	435.09	20.85	0.42	16.83	-0.38	23.15
44	0.0	0.5955	0.4660	0.0	-0.0616	14.99	454.24	21.31	0.42	17.07	-0.90	23.82
45	0.0	0.6133	0.4735	0.0	-0.0868	15.14	473.83	21.76	0.42	17.31	-1.44	24.50
46	0.0	0.6311	0.4810	0.0	-0.1121	15.29	493.87	22.22	0.41	17.54	-1.99	25.20
47	0.0	0.6488	0.4884	0.0	-0.1373	15.44	514.37	22.67	0.41	17.78	-2.56	25.92
48	0.0	0.0	0.9649	0.0175	0.0174	15.59	651.27	25.51	0.37	19.26	-7.20	30.71
49	0.0	0.0	0.9840	0.0362	-0.0203	15.74	651.27	25.51	0.38	19.26	-7.05	30.71

sNum : Max Slope : 0.5196584924373893

sNum : -1.1508175492812711 PC : -3.126388037344441E-13

pivit Row : 4 PC : 3 pivit numer multip :

Expected Loss (Y) vs. Avg. Dist. To Fault (X₁) and Avg. Year Built (X₂)

SUMMARY OUTPUT

Regression Statistics

Multiple R

0.842556136

R Square

0.709900843

Adjusted R Square

0.657155542

Standard Error

11979119.67

Observations

14

ANOVA

df

SS

MS

F

Significance F

Regression

2

3.86272E+15

1.93136E+15

13.45903475

0.001106638

Residual

11

1.57849E+15

1.43499E+14

Total

13

5.44122E+15

Coefficients

Standard Error

t Stat

P-value

Lower 95%

Upper 95%

Intercept

467155050.9

704020356.5

0.663553329

0.520640454

-1082384090

2016694192

Avg. Dist. to Fault

-6073477.78

9062571.569

-0.670171566

0.516570837

-26020073.4

13873117.84

Avg. Year Built

1126087.577

507975.0103

2.216816879

0.048635417

8041.552134

2244133.602

RESIDUAL OUTPUT

Observation

Predicted Expected Loss

Residuals

Leverage

Stud. Residuals

Cook's D

1

6718499.851

-5740785.174

0.523285815

-0.694092505

0.176276469

2

4908005.459

834739.6251

0.249585505

0.08044064

0.000717378

3

17900934.01

-2249565.569

0.121228447

-0.20032528

0.00184535

4

19211542.61

-4637027.773

0.243126527

-0.444941743

0.021197962

5

16872246.09

-4063440.91

0.150231886

-0.367975437

0.007979544

6

29509513.45

-1664739.231

0.147501986

-0.150513212

0.001306569

7

22234933.42

18852830.43

0.105113535

1.663671926

0.10836894

8

43399275.23

5005801.474

0.254720066

0.48404864

0.02669319

9

30612796.75

-11576667.58

0.130082673

-1.036142932

0.053513031

10

33095983.51

-1102734.15

0.246170885

-0.10602529

0.001223662

11

47155418.79

-14805325.47

0.159545288

-1.348142802

0.115005923

12

40512761.79

20135424.2

0.108335103

1.780061655

0.128326505

13

52608304.44

13887196.03

0.215108025

1.308533115

0.156420945

14

63080824.28

-12875705.89

0.345964259

-1.329062498

0.311457868

Bin

Frequency

-1.35

1

-0.31

5

0.74

5

More

3