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Os03g0743900

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

Description : Similar to ATP sulfurylase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.9 (0.0213) R2 : 0.61
β1 : 1.65 (0.078) R2dD : 0.394 R2D : 0.249
β2 : 0.775 (0.0555) R2dC : 0.168 R2C : 0.101
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.619 (0.0455) R2dN8 : 0.212 R2N8 : 0.0582
σ : 0.401
deviance : 73.18
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_____
C
peak time of C : 17.3
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose independent, 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
64.47 0.377 13.9 1.41 0.742 -0.899 0.656 -2.11 0.597 17.3 7.069 4180 -- --
66.86 0.381 13.9 1.46 0.739 -0.501 0.564 -- 0.576 17.4 6.7 4179 -- --
65.46 0.377 13.9 1.42 0.748 -0.889 -- -2.14 0.603 17.2 7.097 4179 -- --
67.73 0.383 13.9 1.47 0.755 -0.537 -- -- 0.573 17.3 6.3 4235 -- --
94.41 0.453 13.9 1.35 -- -1.01 -- -2.31 0.592 -- 7.115 4158 -- --
72.38 0.399 13.9 1.65 0.772 -- 0.589 -- 0.616 17.5 -- -- -- --
73.18 0.401 13.9 1.65 0.775 -- -- -- 0.619 17.3 -- -- -- --
96.93 0.459 13.9 1.36 -- -0.651 -- -- 0.57 -- 7.199 4167 -- --
88.31 0.438 14 -- 0.743 -1.14 -- -- 0.286 17.1 7.4 47520 -- --
104.55 0.478 13.9 1.62 -- -- -- -- 0.6 -- -- -- -- --
144.54 0.562 14 -- 0.748 -- -- -- 0.436 17.4 -- -- -- --
118.86 0.508 14 -- -- -1.2 -- -- 0.159 -- 7.447 47520 -- --
173.67 0.615 14 -- -- -- -- -- 0.42 -- -- -- -- --

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 62.66 wind 7.0 4320 < th dose independent rect. 17 1
2 62.87 wind 7.0 4320 > th dose independent rect. 17 1
3 63.16 humidity 60.0 43200 > th dose independent rect. 10 2
5 63.62 wind 9.0 4320 < th dose independent rect. 17 19
6 63.64 humidity 60.0 43200 < th dose independent rect. 9 4
7 63.70 wind 9.0 4320 > th dose independent rect. 17 19
10 63.77 humidity 60.0 43200 > th dose independent rect. 8 5
12 63.82 wind 9.0 4320 > th dose dependent rect. 17 20
14 63.86 humidity 70.0 43200 < th dose dependent rect. 10 1
18 63.90 humidity 70.0 43200 < th dose dependent rect. 9 3
21 63.95 wind 7.0 4320 > th dose independent rect. 17 4
27 63.99 wind 7.0 4320 > th dose dependent rect. 17 4
28 64.00 wind 7.0 4320 < th dose independent rect. 17 4
40 64.08 wind 5.0 14400 > th dose dependent rect. 6 1
41 64.09 wind 7.0 14400 > th dose independent rect. 6 1
42 64.09 wind 7.0 4320 > th dose dependent rect. 17 2
72 64.37 wind 7.0 14400 < th dose independent rect. 6 1
75 64.39 radiation 1.0 14400 < th dose dependent rect. 21 7
79 64.41 wind 7.0 14400 > th dose dependent rect. 20 9
81 64.44 wind 7.0 14400 > th dose dependent rect. 20 11
84 64.45 wind 7.0 14400 > th dose dependent rect. 20 14
90 64.49 wind 9.0 14400 < th dose independent sin 11 NA
92 64.49 radiation 1.0 14400 < th dose dependent rect. 21 4
94 64.50 wind 9.0 14400 < th dose independent rect. 19 10
96 64.51 wind 7.0 4320 > th dose independent rect. 14 7
103 64.53 wind 9.0 14400 < th dose independent rect. 19 12
107 64.54 atmosphere 995.0 14400 > th dose independent rect. 8 5
108 64.54 wind 9.0 14400 < th dose independent rect. 19 15
111 64.56 wind 7.0 4320 > th dose independent sin 15 NA
115 64.57 humidity 60.0 43200 < th dose independent rect. 11 1
121 64.58 wind 9.0 14400 > th dose dependent rect. 14 20
122 64.59 wind 9.0 14400 > th dose independent sin 11 NA
125 64.59 wind 9.0 14400 > th dose dependent rect. 14 18
133 64.61 wind 9.0 14400 > th dose dependent sin 10 NA
137 64.62 wind 9.0 14400 > th dose independent rect. 19 11
147 64.64 wind 7.0 4320 < th dose independent rect. 14 7
159 64.66 wind 9.0 14400 > th dose independent rect. 19 15
172 64.68 wind 7.0 4320 > th dose independent rect. 13 18
173 64.68 wind 7.0 4320 > th dose independent rect. 14 21
184 64.70 wind 7.0 4320 < th dose independent sin 15 NA
189 64.71 wind 7.0 4320 > th dose independent rect. 13 12
191 64.71 wind 9.0 14400 > th dose dependent rect. 14 22
199 64.73 wind 7.0 4320 > th dose independent rect. 13 16
200 64.73 wind 7.0 4320 < th dose independent rect. 13 22
206 64.74 wind 7.0 4320 < th dose independent rect. 13 18
214 64.75 wind 7.0 4320 < th dose independent rect. 13 12
225 64.77 humidity 60.0 43200 < th dose independent sin 6 NA
230 64.78 wind 7.0 4320 < th dose independent rect. 13 15
235 64.78 wind 5.0 14400 > th dose dependent rect. 21 1
237 64.79 humidity 60.0 43200 > th dose independent sin 7 NA
250 64.80 atmosphere 995.0 14400 > th dose independent rect. 12 1
254 64.80 wind 9.0 4320 > th dose independent rect. 17 12
267 64.81 wind 9.0 14400 > th dose dependent rect. 19 17
285 64.83 precipitation 0.1 14400 > th dose dependent rect. 20 2
293 64.86 wind 7.0 14400 > th dose independent rect. 21 1
295 64.86 wind 7.0 4320 > th dose independent rect. 16 9
355 64.94 wind 9.0 4320 > th dose dependent rect. 17 12
357 64.94 wind 5.0 4320 > th dose dependent rect. 17 22
456 65.04 wind 9.0 14400 > th dose dependent rect. 14 9
461 65.04 wind 5.0 4320 > th dose dependent rect. 20 19
469 65.05 wind 9.0 14400 > th dose dependent rect. 14 12
494 65.08 wind 7.0 4320 > th dose independent rect. 4 18
498 65.08 wind 7.0 4320 > th dose dependent rect. 14 7
555 65.13 wind 7.0 4320 < th dose independent rect. 4 18
557 65.13 wind 7.0 4320 > th dose independent rect. 24 22
562 65.14 wind 7.0 14400 < th dose independent rect. 21 1
588 65.15 wind 7.0 4320 > th dose independent rect. 4 21
593 65.16 humidity 90.0 14400 > th dose independent rect. 10 1
605 65.16 wind 7.0 4320 < th dose independent rect. 24 22
607 65.16 humidity 70.0 43200 < th dose dependent sin 7 NA
655 65.19 wind 7.0 4320 < th dose independent rect. 4 21
660 65.19 atmosphere 995.0 14400 < th dose dependent rect. 5 10
662 65.20 wind 9.0 14400 < th dose independent rect. 14 1
670 65.20 radiation 1.0 14400 < th dose dependent rect. 19 6
676 65.21 atmosphere 995.0 14400 < th dose independent rect. 5 10
686 65.21 radiation 1.0 14400 < th dose dependent rect. 24 1
691 65.21 atmosphere 995.0 14400 < th dose dependent rect. 4 12
692 65.22 wind 7.0 4320 > th dose independent no NA NA
695 65.22 wind 9.0 14400 > th dose independent rect. 19 4
710 65.22 wind 7.0 4320 > th dose independent rect. 6 23
711 65.22 wind 7.0 4320 > th dose independent rect. 8 23
734 65.23 wind 7.0 4320 > th dose independent rect. 19 23
736 65.23 wind 7.0 4320 < th dose independent rect. 19 23
779 65.26 wind 7.0 4320 < th dose independent no NA NA
792 65.26 wind 7.0 4320 > th dose independent rect. 19 20
796 65.26 wind 7.0 14400 > th dose dependent rect. 14 1
816 65.27 wind 7.0 4320 < th dose independent rect. 8 23
824 65.28 wind 9.0 14400 > th dose independent rect. 14 1
900 65.31 wind 7.0 4320 < th dose independent rect. 19 20
914 65.31 wind 5.0 4320 > th dose dependent rect. 20 22
997 65.36 atmosphere 995.0 14400 > th dose independent rect. 3 13