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Os08g0152400

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

Description : Cytochrome P450 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.5 (0.0293) R2 : 0.701
β1 : 1.54 (0.107) R2dD : 0.139 R2D : 0.111
β2 : 2.32 (0.081) R2dC : 0.607 R2C : 0.343
β3 : 1.74 (0.0939) R2dE : 0.247 R2E : -0.0519
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0588 (0.0625) R2dN8 : 0.000602 R2N8 : -0.00894
σ : 0.547
deviance : 138.05
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C
peak time of C : 6.55
E
wheather : radiation
threshold : 0.03819
memory length : 225
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 13.1
open length of G : --

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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 = sin)

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
124.11 0.523 12.5 1.57 2.25 1.61 0.817 -1.73 0.051 6.69 0.06686 241 12.7 --
131.67 0.534 12.5 1.53 2.26 1.62 1.62 -- 0.0606 6.69 3.58e-05 238 12.8 --
124.68 0.52 12.5 1.64 2.32 1.67 -- -2.01 0.1 6.66 9.754e-05 226 12.9 --
138.05 0.547 12.5 1.54 2.32 1.74 -- -- 0.0588 6.55 0.03819 225 13.1 --
171.59 0.61 12.6 1.44 -- 2.59 -- -0.297 0.0568 -- 1.683 771 9.28 --
170.03 0.611 12.6 1.35 2.11 -- 0.486 -- -0.0403 4.65 -- -- -- --
170.59 0.612 12.6 1.34 2.11 -- -- -- -0.043 4.6 -- -- -- --
169.41 0.606 12.6 1.47 -- 2.75 -- -- 0.025 -- 1.441 808 10.1 --
197 0.654 12.6 -- 2.26 1.55 -- -- -0.15 6.78 0.05318 199 11.8 --
406.89 0.943 12.6 1.43 -- -- -- -- 0.0123 -- -- -- -- --
218.22 0.691 12.6 -- 2.13 -- -- -- -0.193 4.58 -- -- -- --
221.55 0.693 12.6 -- -- 2.51 -- -- -0.113 -- 10 771 8.72 --
460.48 1 12.6 -- -- -- -- -- -0.146 -- -- -- -- --

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
1 112.35 humidity 50.0 270 > th dose independent rect. 24 17
3 115.51 radiation 1.0 90 < th dose dependent rect. 16 9
7 116.32 precipitation 0.1 270 < th dose independent rect. 16 8
8 116.32 precipitation 0.1 270 < th dose dependent rect. 16 8
9 116.37 wind 1.0 270 > th dose independent rect. 16 8
11 116.60 temperature 10.0 270 > th dose independent rect. 16 8
12 116.60 radiation 40.0 270 < th dose independent rect. 16 8
13 116.60 temperature 10.0 270 > th dose independent rect. 24 16
14 116.61 atmosphere 1015.0 270 < th dose independent rect. 24 16
15 116.66 precipitation 0.1 270 < th dose independent rect. 24 16
16 116.66 precipitation 0.1 270 < th dose dependent rect. 24 16
20 116.94 wind 9.0 270 < th dose independent rect. 16 8
21 117.02 humidity 50.0 270 > th dose independent rect. 13 16
22 117.15 radiation 40.0 270 < th dose dependent rect. 15 9
24 117.42 atmosphere 995.0 270 > th dose independent rect. 24 16
25 117.59 radiation 1.0 90 < th dose independent rect. 16 9
29 117.99 wind 9.0 270 < th dose independent rect. 24 16
35 118.41 atmosphere 995.0 270 > th dose independent rect. 16 8
42 118.94 wind 1.0 270 > th dose independent rect. 4 8
70 119.76 wind 1.0 30 > th dose independent rect. 19 6
87 120.62 temperature 10.0 10 > th dose independent rect. 19 6
88 120.62 temperature 30.0 10 < th dose independent rect. 19 6
89 120.62 humidity 50.0 10 > th dose independent rect. 19 6
91 120.62 atmosphere 995.0 10 > th dose independent rect. 19 6
92 120.62 radiation 1.0 10 < th dose independent rect. 19 6
97 120.62 precipitation 0.1 30 < th dose independent rect. 19 6
99 120.62 temperature 10.0 10 > th dose independent rect. 1 18
101 120.62 atmosphere 1015.0 10 < th dose independent rect. 1 18
102 120.62 radiation 1.0 10 < th dose dependent rect. 19 6
107 120.62 precipitation 0.1 30 < th dose dependent rect. 19 6
109 120.64 wind 9.0 10 < th dose independent rect. 19 6
112 120.73 radiation 1.0 90 < th dose dependent rect. 7 18
170 121.29 precipitation 0.1 10 < th dose independent rect. 1 18
171 121.29 precipitation 0.1 10 < th dose dependent rect. 1 18
189 121.57 humidity 50.0 270 > th dose independent rect. 17 7
194 121.69 humidity 50.0 270 > th dose independent rect. 10 8
195 121.69 wind 9.0 10 < th dose independent rect. 1 18
215 121.96 temperature 20.0 270 > th dose independent rect. 11 8
218 122.00 wind 1.0 270 > th dose independent rect. 17 17
220 122.02 temperature 15.0 270 > th dose independent rect. 12 16
223 122.14 atmosphere 995.0 10 > th dose independent rect. 1 18
230 122.22 wind 1.0 270 > th dose independent rect. 18 15
233 122.28 wind 9.0 270 < th dose independent rect. 4 8
245 122.41 temperature 10.0 270 > th dose independent rect. 4 8
246 122.41 atmosphere 995.0 270 > th dose independent rect. 4 8
247 122.41 atmosphere 1015.0 270 < th dose independent rect. 4 8
260 122.56 precipitation 0.1 270 < th dose independent rect. 4 8
261 122.56 precipitation 0.1 270 < th dose dependent rect. 4 8
289 122.84 temperature 10.0 270 > th dose dependent rect. 4 8
323 123.02 wind 9.0 270 < th dose independent rect. 12 16
360 123.43 atmosphere 1015.0 270 < th dose independent rect. 16 8
371 123.68 humidity 50.0 270 > th dose independent rect. 22 21
438 124.10 radiation 40.0 270 < th dose independent rect. 18 16
441 124.14 humidity 50.0 270 > th dose independent rect. 4 8
494 124.56 radiation 1.0 270 > th dose independent rect. 10 8
497 124.59 atmosphere 1015.0 10 < th dose independent rect. 19 6
498 124.59 temperature 10.0 270 > th dose independent rect. 10 8
499 124.59 atmosphere 1015.0 270 < th dose independent rect. 10 8
500 124.59 temperature 10.0 270 > th dose independent rect. 18 16
502 124.62 wind 9.0 270 < th dose independent rect. 18 16
503 124.62 humidity 50.0 270 > th dose independent rect. 18 16
519 124.74 humidity 50.0 10 > th dose independent rect. 17 8
540 124.88 wind 1.0 270 > th dose independent rect. 10 8
546 124.91 atmosphere 995.0 270 > th dose independent rect. 18 16
585 125.06 temperature 30.0 30 < th dose dependent rect. 17 8
588 125.10 wind 9.0 270 < th dose dependent rect. 16 7
618 125.23 precipitation 0.1 270 < th dose independent rect. 18 16
619 125.23 precipitation 0.1 270 < th dose dependent rect. 18 16
631 125.31 temperature 30.0 270 < th dose independent rect. 19 15
634 125.35 precipitation 0.1 270 < th dose independent rect. 12 16
635 125.35 precipitation 0.1 270 < th dose dependent rect. 12 16
651 125.51 radiation 1.0 270 < th dose dependent sin 19 NA
654 125.53 precipitation 0.1 270 < th dose independent rect. 10 8
656 125.53 precipitation 0.1 270 < th dose dependent rect. 10 8
730 125.84 temperature 10.0 1440 > th dose independent rect. 18 8
733 125.84 humidity 50.0 1440 > th dose independent rect. 18 8
735 125.84 radiation 20.0 1440 < th dose independent rect. 18 8
747 125.84 temperature 10.0 1440 > th dose independent rect. 2 16
763 126.01 wind 9.0 270 < th dose independent rect. 11 8
773 126.06 radiation 1.0 270 > th dose independent sin 20 NA
774 126.06 temperature 30.0 30 < th dose independent rect. 17 8
806 126.26 radiation 1.0 270 < th dose independent sin 19 NA
818 126.36 radiation 1.0 90 < th dose dependent sin 16 NA
834 126.48 radiation 1.0 270 > th dose independent rect. 10 19
895 126.82 atmosphere 995.0 270 > th dose independent rect. 12 16
928 126.94 temperature 10.0 1440 > th dose independent rect. 20 6
931 126.94 temperature 30.0 1440 < th dose independent rect. 20 6
935 126.94 humidity 50.0 1440 > th dose independent rect. 20 6
941 126.94 atmosphere 995.0 1440 > th dose independent rect. 20 6
942 126.94 radiation 1.0 1440 < th dose independent rect. 20 6
962 126.94 temperature 10.0 1440 > th dose independent rect. 2 18
965 126.94 radiation 10.0 1440 < th dose dependent rect. 20 6
981 126.97 radiation 40.0 14400 < th dose dependent rect. 20 6