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Os02g0640800

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Similar to (-)-isopiperitenone reductase.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 12 (0.0248) R2 : 0.874
β1 : -1.09 (0.0909) R2dD : 0.0411 R2D : 0.0326
β2 : 2.5 (0.0795) R2dC : 0.447 R2C : 0.704
β3 : 0.906 (0.0606) R2dE : 0.101 R2E : 0.36
β4 : 3.09 (0.341) R2dD*C : 0.0382 R2D*C : 0.00216
β5 : -2.18 (0.248) R2dD*E : 0.0358 R2D*E : -0.0207
γ1 : 0.108 (0.0532) R2dN8 : 0.00153 R2N8 : 0.00334
σ : 0.468
deviance : 99.03
__
_____
C
peak time of C : 3.44
E
wheather : radiation
threshold : 10
memory length : 45
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, response mode = < th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
99.03 0.468 12 -1.09 2.5 0.906 3.09 -2.18 0.108 3.44 10 45 -- --
117.16 0.504 12 -1.09 2.3 1.15 2.04 -- 0.165 3.81 9.821 63 -- --
116.76 0.503 12 -1.12 2.52 0.876 -- -0.751 0.0945 3.35 9.706 48 -- --
119.89 0.51 12 -1.11 2.51 0.852 -- -- 0.0857 3.31 8.42 56 -- --
170.38 0.608 12 -0.922 -- 2.84 -- -1.14 0.08 -- 3.089 331 -- --
130.8 0.536 12 -1.07 3.27 -- 0.644 -- 0.0258 2.51 -- -- -- --
132.25 0.539 12 -1.09 3.27 -- -- -- 0.0223 2.48 -- -- -- --
160.4 0.59 12 -0.896 -- 2.71 -- -- 0.142 -- 2.978 331 -- --
151.52 0.573 12 -- 2.45 0.877 -- -- 0.208 3.31 6.8 65 -- --
760.31 1.29 12 -0.951 -- -- -- -- 0.103 -- -- -- -- --
163.55 0.598 12 -- 3.24 -- -- -- 0.144 2.47 -- -- -- --
181.32 0.627 12 -- -- 2.71 -- -- 0.238 -- 2.538 331 -- --
784.18 1.31 12 -- -- -- -- -- 0.209 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
 Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 94.77 humidity 70.0 720 > th dose independent rect. 19 12
2 94.81 humidity 70.0 720 > th dose independent rect. 19 7
4 95.21 precipitation 0.1 720 < th dose independent rect. 7 22
5 95.21 precipitation 0.1 720 < th dose dependent rect. 7 22
6 95.36 precipitation 0.1 720 < th dose independent rect. 17 11
7 95.36 precipitation 0.1 720 < th dose dependent rect. 17 11
8 95.61 humidity 50.0 720 > th dose dependent rect. 19 13
9 95.74 humidity 50.0 720 > th dose dependent rect. 5 2
10 95.81 precipitation 0.1 720 < th dose independent rect. 16 13
11 95.81 precipitation 0.1 720 < th dose dependent rect. 16 13
12 95.83 wind 7.0 270 < th dose independent rect. 11 13
14 96.06 precipitation 0.1 270 < th dose independent rect. 24 11
15 96.06 precipitation 0.1 270 < th dose dependent rect. 24 11
18 96.26 wind 1.0 720 > th dose independent rect. 17 2
19 96.43 precipitation 0.1 720 < th dose independent rect. 23 6
21 96.43 precipitation 0.1 720 < th dose dependent rect. 23 6
22 96.44 radiation 40.0 270 < th dose independent rect. 24 11
23 96.46 temperature 15.0 720 > th dose independent rect. 17 18
24 96.47 precipitation 0.1 720 < th dose independent rect. 17 18
25 96.47 precipitation 0.1 720 < th dose dependent rect. 17 18
28 96.57 atmosphere 1015.0 720 < th dose independent rect. 23 6
30 96.64 wind 9.0 720 < th dose independent rect. 11 6
31 96.64 atmosphere 1015.0 720 < th dose independent rect. 7 14
34 96.73 temperature 15.0 720 > th dose independent rect. 17 11
35 96.75 temperature 15.0 720 > th dose independent rect. 23 6
36 96.75 temperature 15.0 720 > th dose independent rect. 16 13
37 96.83 humidity 50.0 720 > th dose independent rect. 7 7
38 96.84 temperature 15.0 270 > th dose independent rect. 24 11
39 96.90 wind 9.0 720 < th dose independent rect. 5 11
44 97.11 temperature 10.0 720 > th dose independent rect. 17 2
45 97.11 atmosphere 1015.0 720 < th dose independent rect. 17 2
46 97.11 radiation 30.0 720 < th dose independent rect. 17 2
48 97.11 temperature 10.0 720 > th dose independent rect. 19 22
49 97.12 wind 9.0 720 < th dose independent rect. 4 13
50 97.13 wind 9.0 270 < th dose independent rect. 24 11
51 97.16 temperature 10.0 720 > th dose independent rect. 21 10
52 97.16 temperature 30.0 720 < th dose independent rect. 21 10
53 97.16 humidity 50.0 720 > th dose independent rect. 21 10
55 97.16 atmosphere 995.0 720 > th dose independent rect. 21 10
56 97.16 radiation 40.0 720 < th dose independent rect. 21 10
57 97.16 temperature 10.0 720 > th dose independent rect. 7 14
58 97.18 atmosphere 1015.0 270 < th dose independent rect. 24 11
60 97.19 atmosphere 995.0 270 > th dose independent rect. 24 11
61 97.19 temperature 10.0 270 > th dose independent rect. 11 13
64 97.23 wind 7.0 720 < th dose independent rect. 5 2
66 97.23 temperature 10.0 720 > th dose independent rect. 5 2
67 97.23 temperature 30.0 720 < th dose independent rect. 5 2
68 97.23 humidity 50.0 720 > th dose independent rect. 5 2
70 97.23 atmosphere 995.0 720 > th dose independent rect. 5 2
71 97.23 atmosphere 1015.0 720 < th dose independent rect. 5 2
72 97.23 radiation 40.0 720 < th dose independent rect. 5 2
73 97.23 temperature 10.0 720 > th dose independent rect. 7 22
75 97.28 temperature 10.0 720 > th dose independent rect. 9 10
76 97.28 atmosphere 1015.0 720 < th dose independent rect. 9 10
77 97.28 temperature 10.0 720 > th dose independent rect. 19 14
78 97.28 humidity 50.0 720 > th dose independent rect. 19 14
79 97.28 atmosphere 995.0 720 > th dose independent rect. 19 14
80 97.28 precipitation 0.1 720 < th dose independent rect. 7 14
81 97.28 precipitation 0.1 720 < th dose dependent rect. 7 14
83 97.30 wind 9.0 720 < th dose independent rect. 21 10
84 97.32 temperature 10.0 720 > th dose independent rect. 11 6
85 97.32 atmosphere 1015.0 720 < th dose independent rect. 11 6
89 97.41 precipitation 0.1 720 < th dose independent rect. 2 17
90 97.41 precipitation 0.1 720 < th dose dependent rect. 2 17
91 97.44 radiation 30.0 270 < th dose independent rect. 15 13
92 97.45 wind 7.0 720 < th dose independent rect. 23 6
93 97.46 wind 9.0 720 < th dose independent rect. 19 14
94 97.50 precipitation 0.1 720 < th dose independent rect. 17 2
95 97.50 precipitation 0.1 720 < th dose dependent rect. 17 2
99 97.53 radiation 1.0 720 < th dose independent rect. 23 6
109 97.60 temperature 30.0 720 < th dose independent rect. 18 14
110 97.60 radiation 10.0 720 < th dose dependent rect. 23 6
113 97.61 temperature 30.0 720 < th dose independent rect. 23 6
114 97.61 humidity 50.0 720 > th dose independent rect. 23 6
117 97.61 atmosphere 995.0 720 > th dose independent rect. 23 6
121 97.61 wind 1.0 270 > th dose independent rect. 15 13
122 97.61 temperature 10.0 720 > th dose independent rect. 5 18
126 97.64 temperature 30.0 270 < th dose independent rect. 24 11
127 97.64 wind 9.0 720 < th dose independent rect. 5 18
128 97.65 precipitation 0.1 720 < th dose independent rect. 5 2
129 97.65 precipitation 0.1 720 < th dose dependent rect. 5 2
132 97.72 radiation 30.0 720 < th dose independent rect. 17 11
134 97.72 temperature 10.0 720 > th dose independent rect. 4 13
135 97.72 atmosphere 1015.0 720 < th dose independent rect. 4 13
139 97.75 temperature 10.0 720 > th dose independent rect. 5 11
140 97.75 atmosphere 1015.0 720 < th dose independent rect. 5 11
143 97.77 wind 9.0 720 < th dose independent rect. 17 18
146 97.79 radiation 40.0 720 < th dose independent rect. 17 17
147 97.80 radiation 10.0 30 < th dose independent rect. 8 22
149 97.82 precipitation 0.1 720 < th dose independent rect. 9 10
150 97.82 humidity 50.0 270 > th dose independent rect. 24 11
151 97.82 precipitation 0.1 720 < th dose dependent rect. 9 10
154 97.87 wind 9.0 720 < th dose independent rect. 17 2
160 97.96 radiation 10.0 90 < th dose independent rect. 17 13
164 98.00 wind 9.0 720 < th dose independent rect. 17 11
179 98.07 radiation 10.0 90 < th dose dependent rect. 7 23
181 98.09 precipitation 0.1 720 < th dose independent rect. 7 7
188 98.09 precipitation 0.1 720 < th dose dependent rect. 7 7
203 98.19 radiation 10.0 90 < th dose dependent rect. 17 20
209 98.28 radiation 10.0 90 < th dose dependent rect. 17 13
216 98.29 precipitation 0.1 720 < th dose independent rect. 5 11
218 98.29 precipitation 0.1 720 < th dose dependent rect. 5 11
223 98.35 radiation 10.0 30 < th dose dependent rect. 16 22
225 98.36 wind 9.0 720 < th dose independent rect. 16 13
240 98.45 precipitation 0.1 270 < th dose independent rect. 11 13
241 98.45 precipitation 0.1 270 < th dose dependent rect. 11 13
263 98.68 atmosphere 995.0 720 > th dose independent rect. 5 10
267 98.70 wind 1.0 720 > th dose independent rect. 16 4
275 98.74 temperature 10.0 720 > th dose independent rect. 7 7
276 98.74 atmosphere 995.0 720 > th dose independent rect. 7 7
277 98.74 atmosphere 1015.0 720 < th dose independent rect. 7 7
278 98.74 temperature 10.0 720 > th dose independent rect. 14 17
279 98.76 temperature 30.0 720 < th dose dependent rect. 5 2
280 98.76 radiation 40.0 720 < th dose dependent rect. 17 2
281 98.77 temperature 10.0 720 > th dose dependent rect. 17 2
288 98.81 radiation 40.0 720 < th dose independent rect. 19 13
290 98.82 wind 9.0 720 < th dose independent rect. 19 22
308 98.94 temperature 10.0 720 > th dose independent rect. 19 7
309 98.94 temperature 30.0 720 < th dose independent rect. 19 7
310 98.94 humidity 50.0 720 > th dose independent rect. 19 7
311 98.94 atmosphere 995.0 720 > th dose independent rect. 19 7
312 98.94 radiation 1.0 720 < th dose independent rect. 19 7
317 98.94 temperature 10.0 720 > th dose independent rect. 2 17
318 98.94 humidity 50.0 720 > th dose dependent rect. 4 4
319 98.94 radiation 1.0 720 < th dose dependent rect. 19 7
326 98.95 wind 1.0 90 > th dose independent rect. 5 12
330 99.00 atmosphere 1015.0 720 < th dose independent rect. 17 11
334 99.02 atmosphere 1015.0 720 < th dose independent rect. 16 13
335 99.02 radiation 40.0 720 < th dose dependent rect. 17 11
338 99.04 precipitation 0.1 720 < th dose independent rect. 16 4
340 99.04 precipitation 0.1 720 < th dose dependent rect. 16 4
355 99.16 precipitation 0.1 720 < th dose independent rect. 11 6
356 99.16 precipitation 0.1 720 < th dose dependent rect. 11 6
369 99.25 wind 9.0 720 < th dose independent rect. 19 7
393 99.37 radiation 40.0 270 < th dose dependent rect. 15 14
416 99.49 precipitation 0.1 720 < th dose independent rect. 4 13
417 99.49 precipitation 0.1 720 < th dose dependent rect. 4 13
444 99.65 humidity 50.0 90 > th dose independent rect. 17 12
459 99.71 temperature 15.0 720 > th dose independent rect. 13 10
462 99.72 atmosphere 995.0 720 > th dose independent rect. 19 22
492 99.80 humidity 50.0 720 > th dose independent rect. 17 11
493 99.80 atmosphere 995.0 90 > th dose independent rect. 17 12
505 99.83 radiation 10.0 30 < th dose dependent no NA NA
508 99.84 radiation 10.0 30 < th dose dependent rect. 11 23
509 99.84 radiation 10.0 30 < th dose dependent rect. 13 23
525 99.89 radiation 10.0 90 < th dose dependent rect. 11 19
531 99.90 temperature 15.0 720 > th dose independent rect. 5 20
542 99.96 radiation 40.0 270 < th dose independent sin 18 NA
576 100.08 radiation 20.0 90 < th dose independent sin 16 NA
603 100.16 temperature 10.0 720 > th dose dependent rect. 7 13
606 100.18 radiation 40.0 90 < th dose dependent sin 17 NA
614 100.21 precipitation 0.1 720 < th dose independent rect. 19 7
619 100.21 precipitation 0.1 720 < th dose dependent rect. 19 7
644 100.27 temperature 15.0 720 > th dose independent rect. 23 14
648 100.27 radiation 10.0 90 < th dose dependent rect. 13 17
671 100.34 atmosphere 995.0 720 > th dose independent rect. 17 2
681 100.37 wind 9.0 720 < th dose independent rect. 16 4
694 100.40 wind 9.0 720 < th dose dependent rect. 1 3
711 100.45 precipitation 0.1 720 < th dose independent rect. 23 14
714 100.45 precipitation 0.1 720 < th dose dependent rect. 23 14
729 100.49 wind 9.0 720 < th dose dependent rect. 24 5
730 100.50 wind 1.0 720 > th dose independent rect. 7 13
741 100.54 wind 9.0 720 < th dose independent rect. 13 10
754 100.60 temperature 30.0 720 < th dose dependent rect. 19 13
768 100.62 wind 9.0 720 < th dose independent rect. 14 17
797 100.71 humidity 50.0 720 > th dose independent rect. 17 2
821 100.74 wind 1.0 720 > th dose independent rect. 8 11
844 100.77 radiation 40.0 720 < th dose dependent rect. 20 11
889 100.86 atmosphere 1015.0 720 < th dose independent rect. 23 14
893 100.87 atmosphere 995.0 720 > th dose independent rect. 23 14
911 100.91 temperature 10.0 720 > th dose dependent rect. 7 7
923 100.94 wind 1.0 720 > th dose independent rect. 4 3
929 100.96 precipitation 0.1 720 < th dose independent rect. 20 11
932 100.96 precipitation 0.1 720 < th dose dependent rect. 20 11
977 101.08 wind 1.0 720 > th dose independent rect. 11 6