|
****************************** * Regression analysis report * ****************************** Regression analysis data ======================== 7
26
6
60
78.5
1
29
15
52
74.3
11
56
8
20
104.3
11
31
8
47
87.8 7
52
6
33
95.9
11
55
9
22
109.2 3
71
17
6
102.7
1
31
22
14
72.5 2
54
18
22
93.1
21
47
4
26
115.9 1
40
23
34
83.8
11
66
9
12
113.3 10
68
8
12
109.4 Condition of regression =======================
Data dimension value: 5
Sample Quantity value: 13
Model element value: 4
Powre Initial Value:
No initial value
Regression precision setting: No The variables And The dimension of nexus:
No.1(x1)，No.2(x2)，No.3(x3)，No.4(y)
Regression models is: Multivariate dimension multivariate elememt
linear(y = a0 + a1 * x1 + a2 * x2 + ...... an * xn) Circs of pretreatment: ===================== Models Prove parameter ====================== Correlation coefficient(R):
0.994437836653453
Statistic(F): -1158.86911614657 Remain standard warp(S):
1.521454571197
Maximal error: 3.96796656847
Average error: 1.12607325223776 Average relativity error:
0.0113627437503438 Models Constant Coefficient =========================== a0 = 29.7788565438446 a1 = 1.95947606540792 a2 = 0.80986780255038 a3 = 0.598332565814905 a4 = 0.180509887831205 Models Power ============= No power value in model Model error detail ================== ObjeFunction(y) ModelAccount
TheAccountError
TheRelativelyError(%) 78.5
78.9723410606384
-0.472341060638428
0.00598109482756429
74.3
73.5860018730164
0.71399812698364
0.00970290692264746
104.3
105.082548856735
-0.782548856735232
0.00744699158184794
87.8
89.7096210420132
-1.90962104201317
0.0212866916595139
95.9
95.1551366746426
0.744863325357443
0.00782788351094805
109.2
105.23203343153
3.96796656847
0.0377068316469603
102.7
104.412611663342
-1.71261166334152
0.0164023448514391
72.5
72.5346895456314 -0.0346895456314087
0.00047824766120472
93.1
92.1718738675117
0.928126132488245
0.0100695157160669
115.9
116.078228831291
-0.178228831291193
0.00153541997569787 83.8
84.0320302248001
-0.232030224800113
0.00276121169724678
113.3
112.33548027277
0.964519727230069
0.00858606492702082
109.4
111.39740717411
-1.99740717411041
0.0179304637763115
Analysis:
Auditor:
Analysis date: 2022-3-7 16:39:27 |