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Os04g0447500

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

Description : Similar to NADPH-dependent codeinone reductase (EC 1.1.1.247).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.4 (0.0232) R2 : 0.644
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.7 (0.0603) R2dC : 0.62 R2C : 0.614
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.266 (0.0488) R2dN8 : 0.0298 R2N8 : 0.0242
σ : 0.437
deviance : 87.41
__
_____
C
peak time of C : 19
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 = 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
75.47 0.408 10.4 -0.379 1.79 0.714 -0.252 0.0253 -0.303 19.8 7.195 10 -- --
75.47 0.405 10.4 -0.379 1.79 0.713 -0.262 -- -0.303 19.8 7.15 10 -- --
75.62 0.405 10.4 -0.38 1.79 0.72 -- 0.14 -0.304 19.8 7.28 10 -- --
75.66 0.405 10.4 -0.373 1.79 0.724 -- -- -0.304 19.8 7.167 10 -- --
155.91 0.582 10.4 0.234 -- 1.47 -- 1.42 -0.346 -- 0.000131 817 -- --
83.47 0.428 10.4 -0.37 1.69 -- -0.436 -- -0.305 19 -- -- -- --
83.96 0.429 10.4 -0.362 1.69 -- -- -- -0.306 19.1 -- -- -- --
135.52 0.542 10.5 -0.53 -- 1.68 -- -- -0.525 -- 0.1643 798 -- --
79.29 0.415 10.4 -- 1.78 0.7 -- -- -0.273 19.7 7.097 9 -- --
234.69 0.716 10.4 -0.395 -- -- -- -- -0.336 -- -- -- -- --
87.41 0.437 10.4 -- 1.7 -- -- -- -0.266 19 -- -- -- --
141.03 0.553 10.4 -- -- 1.63 -- -- -0.455 -- -8.71 815 -- --
238.81 0.721 10.4 -- -- -- -- -- -0.293 -- -- -- -- --

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 61.21 wind 5.0 90 < th dose independent rect. 9 19
2 61.50 wind 9.0 90 < th dose dependent rect. 9 19
5 62.35 wind 5.0 270 < th dose independent rect. 6 21
8 62.55 wind 9.0 270 < th dose dependent rect. 6 21
13 63.19 wind 9.0 270 < th dose independent rect. 6 21
16 63.43 precipitation 0.1 270 < th dose independent rect. 3 3
17 63.43 precipitation 0.1 270 < th dose dependent rect. 3 3
20 63.76 atmosphere 1010.0 270 < th dose independent rect. 3 3
21 63.77 wind 7.0 270 < th dose independent rect. 3 3
23 63.79 temperature 10.0 270 > th dose independent rect. 3 3
25 63.79 temperature 30.0 270 < th dose independent rect. 3 3
26 63.79 humidity 50.0 270 > th dose independent rect. 3 3
29 63.79 atmosphere 995.0 270 > th dose independent rect. 3 3
31 63.79 radiation 20.0 270 < th dose independent rect. 3 3
34 63.79 temperature 10.0 270 > th dose independent rect. 6 21
37 63.94 wind 9.0 270 < th dose dependent rect. 3 3
39 63.95 radiation 40.0 270 < th dose dependent rect. 3 3
41 63.99 humidity 50.0 270 > th dose dependent rect. 3 3
46 64.19 precipitation 0.1 270 < th dose independent rect. 6 21
48 64.19 precipitation 0.1 270 < th dose dependent rect. 6 21
53 64.35 radiation 30.0 90 < th dose independent rect. 4 5
71 64.86 temperature 30.0 90 < th dose independent rect. 4 5
74 64.93 wind 9.0 90 < th dose dependent rect. 4 5
77 64.97 wind 9.0 10 < th dose dependent rect. 5 4
79 65.01 humidity 50.0 90 > th dose dependent rect. 4 5
80 65.02 humidity 60.0 90 > th dose independent rect. 4 5
88 65.11 precipitation 0.1 90 < th dose independent rect. 4 5
90 65.11 precipitation 0.1 90 < th dose dependent rect. 4 5
91 65.13 wind 9.0 90 < th dose independent rect. 4 5
92 65.13 temperature 10.0 90 > th dose independent rect. 4 5
95 65.13 atmosphere 995.0 90 > th dose independent rect. 4 5
96 65.13 atmosphere 1015.0 90 < th dose independent rect. 4 5
97 65.13 temperature 10.0 90 > th dose independent rect. 9 19
100 65.18 atmosphere 1015.0 270 < th dose dependent rect. 3 3
110 65.28 radiation 1.0 30 < th dose dependent sin 11 NA
112 65.30 wind 7.0 10 < th dose independent rect. 5 4
114 65.30 temperature 10.0 10 > th dose independent rect. 5 4
116 65.30 temperature 30.0 10 < th dose independent rect. 5 4
117 65.30 humidity 50.0 10 > th dose independent rect. 5 4
119 65.30 atmosphere 995.0 10 > th dose independent rect. 5 4
120 65.30 atmosphere 1015.0 10 < th dose independent rect. 5 4
121 65.30 temperature 10.0 10 > th dose independent rect. 9 20
136 65.32 precipitation 0.1 10 < th dose independent rect. 5 4
139 65.32 precipitation 0.1 10 < th dose dependent rect. 5 4
141 65.33 precipitation 0.1 270 < th dose independent rect. 2 5
142 65.33 precipitation 0.1 270 < th dose dependent rect. 2 5
144 65.38 radiation 40.0 10 < th dose independent rect. 5 4
149 65.42 radiation 40.0 90 < th dose dependent rect. 4 5
155 65.52 radiation 20.0 270 < th dose independent rect. 2 5
156 65.53 humidity 70.0 270 > th dose independent rect. 2 5
163 65.57 wind 7.0 270 < th dose independent rect. 2 5
165 65.57 temperature 10.0 270 > th dose dependent rect. 3 3
167 65.58 temperature 10.0 270 > th dose independent rect. 2 5
169 65.58 temperature 30.0 270 < th dose independent rect. 2 5
170 65.58 humidity 50.0 270 > th dose independent rect. 2 5
172 65.58 atmosphere 995.0 270 > th dose independent rect. 2 5
173 65.58 atmosphere 1015.0 270 < th dose independent rect. 2 5
176 65.58 temperature 10.0 270 > th dose independent rect. 7 19
186 65.69 temperature 10.0 90 > th dose dependent rect. 21 7
190 65.74 radiation 40.0 270 < th dose dependent rect. 2 5
193 65.77 precipitation 0.1 270 < th dose independent rect. 7 19
195 65.77 precipitation 0.1 270 < th dose dependent rect. 7 19
197 65.79 radiation 40.0 10 < th dose independent rect. 5 17
201 65.83 atmosphere 995.0 10 > th dose independent rect. 9 20
229 65.88 wind 9.0 270 < th dose dependent rect. 17 9
236 65.93 humidity 50.0 270 > th dose dependent rect. 2 5
240 65.95 atmosphere 995.0 90 > th dose independent rect. 9 19
263 66.01 wind 5.0 270 < th dose independent rect. 17 9
277 66.12 atmosphere 1015.0 10 < th dose independent rect. 9 20
281 66.14 humidity 50.0 10 > th dose dependent rect. 5 4
283 66.16 atmosphere 1015.0 90 < th dose independent rect. 9 19
284 66.16 precipitation 0.1 10 < th dose independent rect. 9 20
285 66.16 temperature 10.0 10 > th dose dependent rect. 5 4
289 66.16 precipitation 0.1 10 < th dose dependent rect. 9 20
312 66.24 precipitation 0.1 90 < th dose independent rect. 9 19
314 66.24 temperature 10.0 270 > th dose dependent rect. 19 7
315 66.24 precipitation 0.1 90 < th dose dependent rect. 9 19
337 66.32 atmosphere 1015.0 270 < th dose independent rect. 6 21
344 66.35 atmosphere 995.0 270 > th dose independent rect. 6 21
385 66.57 atmosphere 1015.0 270 < th dose independent rect. 7 19
387 66.57 atmosphere 1015.0 30 < th dose dependent rect. 4 5
415 66.65 radiation 40.0 10 < th dose dependent rect. 5 4
432 66.71 radiation 1.0 30 < th dose independent sin 11 NA
471 66.78 temperature 10.0 90 > th dose dependent rect. 4 5
536 67.06 temperature 10.0 10 > th dose dependent rect. 22 7
553 67.16 radiation 1.0 30 > th dose independent sin 11 NA
580 67.24 temperature 10.0 10 > th dose dependent rect. 9 20
631 67.48 radiation 40.0 90 < th dose dependent rect. 4 7
680 67.58 temperature 30.0 270 < th dose dependent rect. 3 3
681 67.58 temperature 15.0 270 > th dose dependent rect. 21 4
692 67.62 radiation 1.0 10 > th dose independent rect. 5 4
759 67.83 humidity 50.0 270 > th dose independent rect. 6 21
766 67.86 temperature 10.0 1440 > th dose independent rect. 5 5
769 67.86 atmosphere 995.0 1440 > th dose independent rect. 5 5
770 67.86 atmosphere 1015.0 1440 < th dose independent rect. 5 5
771 67.86 temperature 10.0 1440 > th dose independent rect. 10 19
778 67.89 wind 9.0 270 < th dose independent rect. 22 14
781 67.89 humidity 50.0 90 > th dose dependent rect. 18 10
784 67.91 radiation 40.0 10 < th dose dependent rect. 5 17
798 67.98 wind 9.0 270 < th dose independent rect. 6 8
801 67.99 radiation 1.0 270 < th dose independent rect. 3 13
815 68.02 precipitation 0.1 270 < th dose independent rect. 3 14
818 68.02 precipitation 0.1 270 < th dose dependent rect. 3 14
832 68.08 temperature 10.0 270 > th dose independent rect. 12 10
837 68.08 temperature 10.0 270 > th dose independent rect. 22 14
838 68.08 atmosphere 995.0 270 > th dose independent rect. 22 14
840 68.08 radiation 1.0 30 > th dose independent rect. 16 17
853 68.11 precipitation 0.1 270 < th dose independent rect. 17 10
855 68.11 precipitation 0.1 270 < th dose dependent rect. 17 10
859 68.13 radiation 10.0 270 < th dose independent rect. 18 9
861 68.13 wind 9.0 90 < th dose dependent rect. 21 7
866 68.14 radiation 40.0 30 < th dose independent rect. 14 19
871 68.15 radiation 10.0 270 < th dose dependent rect. 18 9
895 68.21 temperature 10.0 270 > th dose independent rect. 18 9
896 68.21 humidity 50.0 270 > th dose independent rect. 18 9
900 68.21 temperature 10.0 270 > th dose independent rect. 3 15
901 68.21 atmosphere 1015.0 270 < th dose independent rect. 3 15
904 68.21 radiation 10.0 270 < th dose dependent rect. 3 11
913 68.22 temperature 10.0 270 > th dose independent rect. 6 8
914 68.22 atmosphere 995.0 270 > th dose independent rect. 6 8
915 68.22 atmosphere 1015.0 270 < th dose independent rect. 6 8
916 68.22 precipitation 0.1 270 < th dose independent rect. 6 8
917 68.22 temperature 10.0 270 > th dose independent rect. 14 16
919 68.22 precipitation 0.1 270 < th dose dependent rect. 6 8
932 68.24 wind 1.0 270 > th dose independent rect. 12 10
940 68.27 radiation 1.0 30 > th dose independent rect. 9 5
942 68.27 precipitation 0.1 30 < th dose independent rect. 14 19
943 68.27 precipitation 0.1 30 < th dose dependent rect. 14 19
966 68.34 radiation 1.0 30 > th dose independent rect. 14 19
968 68.34 humidity 50.0 10 > th dose independent rect. 9 20
969 68.34 wind 9.0 270 < th dose dependent rect. 7 7
970 68.35 humidity 50.0 270 > th dose independent rect. 7 19
991 68.39 wind 5.0 90 < th dose independent rect. 21 7