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Os05g0494000

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

Description : Similar to Cytochrome P450 98A1 (EC 1.14.-.-).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.1 (0.0241) R2 : 0.686
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.8 (0.0583) R2dC : 0.655 R2C : 0.638
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.374 (0.0508) R2dN8 : 0.0484 R2N8 : 0.0308
σ : 0.455
deviance : 94.56
__
_____
C
peak time of C : 13.7
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 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
84.67 0.432 10.1 0.18 1.23 0.537 1.84 -0.978 0.378 13.9 7.721 141 -- --
86 0.432 10.1 0.183 1.25 0.521 0.836 -- 0.383 14 7.72 141 -- --
87.83 0.436 10.1 0.121 1.3 0.509 -- 0.139 0.356 13.9 10.48 140 -- --
88.13 0.437 10.1 0.123 1.32 0.489 -- -- 0.363 13.9 10.22 140 -- --
101.92 0.47 10.2 -0.0967 -- 1.48 -- 0.207 0.183 -- 2.329 240 -- --
90.97 0.447 10.1 0.163 1.8 -- 0.819 -- 0.391 13.7 -- -- -- --
93.61 0.453 10.1 0.19 1.8 -- -- -- 0.395 13.7 -- -- -- --
99.84 0.465 10.1 0.134 -- 1.46 -- -- 0.333 -- 3.59 246 -- --
88.48 0.438 10.1 -- 1.31 0.502 -- -- 0.35 13.9 10.21 140 -- --
291.52 0.798 10.1 0.116 -- -- -- -- 0.355 -- -- -- -- --
94.56 0.455 10.1 -- 1.8 -- -- -- 0.374 13.7 -- -- -- --
99.5 0.465 10.1 -- -- 1.48 -- -- 0.323 -- 2.32 268 -- --
291.87 0.797 10.1 -- -- -- -- -- 0.342 -- -- -- -- --

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 77.20 temperature 20.0 90 > th dose independent rect. 17 6
2 78.02 temperature 10.0 90 > th dose dependent rect. 17 6
4 78.55 wind 1.0 90 > th dose independent rect. 17 6
5 78.55 temperature 20.0 270 > th dose independent rect. 15 6
6 78.93 wind 7.0 90 < th dose independent rect. 17 6
8 79.10 precipitation 0.1 90 < th dose independent rect. 23 18
9 79.10 precipitation 0.1 90 < th dose dependent rect. 23 18
11 79.20 radiation 10.0 90 < th dose dependent rect. 5 18
14 79.30 atmosphere 1015.0 90 < th dose independent rect. 17 6
16 79.39 radiation 20.0 90 < th dose independent rect. 17 6
19 79.39 temperature 10.0 90 > th dose independent rect. 23 18
21 79.49 wind 9.0 270 < th dose independent rect. 15 6
23 79.52 wind 1.0 270 > th dose independent rect. 15 6
25 79.54 radiation 40.0 90 < th dose dependent rect. 17 17
26 79.55 atmosphere 995.0 90 > th dose independent rect. 17 6
28 79.56 wind 9.0 90 < th dose independent rect. 23 18
30 79.57 humidity 50.0 90 > th dose independent rect. 23 18
32 79.62 temperature 10.0 270 > th dose dependent rect. 15 7
33 79.64 radiation 40.0 90 < th dose dependent rect. 17 6
34 79.66 radiation 40.0 270 < th dose independent rect. 14 7
37 79.71 precipitation 0.1 270 < th dose independent rect. 21 18
38 79.71 precipitation 0.1 270 < th dose dependent rect. 21 18
39 79.74 radiation 30.0 90 < th dose dependent rect. 15 8
40 79.75 atmosphere 1015.0 270 < th dose independent rect. 15 6
42 79.76 temperature 20.0 270 > th dose independent rect. 17 2
43 79.76 humidity 50.0 270 > th dose independent rect. 21 18
46 79.78 wind 9.0 270 < th dose independent rect. 3 17
48 79.79 atmosphere 995.0 90 > th dose independent rect. 23 18
52 79.84 temperature 10.0 270 > th dose independent rect. 21 18
53 79.85 humidity 50.0 90 > th dose independent rect. 17 6
54 79.87 radiation 10.0 90 < th dose independent rect. 15 8
58 79.90 radiation 10.0 270 < th dose dependent rect. 3 17
60 79.92 precipitation 0.1 270 < th dose independent rect. 15 6
61 79.92 atmosphere 995.0 270 > th dose independent rect. 21 18
62 79.92 precipitation 0.1 270 < th dose dependent rect. 15 6
63 79.95 wind 9.0 270 < th dose independent rect. 21 18
64 79.97 precipitation 0.1 270 < th dose independent rect. 20 7
65 79.97 wind 1.0 90 > th dose independent rect. 4 19
66 79.97 precipitation 0.1 270 < th dose dependent rect. 20 7
70 80.00 precipitation 0.1 90 < th dose independent rect. 17 6
71 80.00 precipitation 0.1 90 < th dose dependent rect. 17 6
73 80.02 temperature 10.0 270 > th dose independent rect. 20 7
74 80.02 temperature 30.0 270 < th dose independent rect. 20 7
75 80.02 humidity 50.0 270 > th dose independent rect. 20 7
78 80.02 atmosphere 995.0 270 > th dose independent rect. 20 7
79 80.02 radiation 1.0 270 < th dose independent rect. 20 7
84 80.02 temperature 10.0 270 > th dose independent rect. 3 17
85 80.02 atmosphere 1015.0 270 < th dose independent rect. 3 17
86 80.02 radiation 1.0 270 < th dose dependent rect. 20 7
95 80.06 precipitation 0.1 270 < th dose independent rect. 3 17
96 80.06 precipitation 0.1 270 < th dose dependent rect. 3 17
99 80.11 wind 9.0 270 < th dose independent rect. 20 7
103 80.18 wind 1.0 270 > th dose independent rect. 14 8
116 80.27 wind 9.0 270 < th dose independent rect. 2 19
119 80.29 temperature 10.0 1440 > th dose independent rect. 24 5
122 80.29 temperature 30.0 1440 < th dose independent rect. 24 5
126 80.29 humidity 50.0 1440 > th dose independent rect. 24 5
135 80.29 atmosphere 995.0 1440 > th dose independent rect. 24 5
136 80.29 radiation 20.0 1440 < th dose independent rect. 24 5
149 80.29 temperature 10.0 1440 > th dose independent rect. 5 19
152 80.30 humidity 50.0 270 > th dose dependent rect. 21 5
155 80.31 temperature 10.0 270 > th dose dependent rect. 17 2
162 80.34 atmosphere 1015.0 270 < th dose independent rect. 2 19
168 80.39 wind 9.0 270 < th dose independent rect. 16 15
170 80.40 wind 1.0 270 > th dose independent rect. 21 6
171 80.40 humidity 50.0 270 > th dose dependent rect. 20 7
176 80.44 precipitation 0.1 270 < th dose independent rect. 21 5
178 80.44 precipitation 0.1 270 < th dose dependent rect. 21 5
181 80.45 wind 1.0 270 > th dose independent rect. 7 9
192 80.48 temperature 10.0 270 > th dose independent rect. 21 5
193 80.48 temperature 30.0 270 < th dose independent rect. 21 5
194 80.48 humidity 50.0 270 > th dose independent rect. 21 5
197 80.48 atmosphere 995.0 270 > th dose independent rect. 21 5
198 80.48 radiation 1.0 270 < th dose independent rect. 21 5
205 80.48 temperature 10.0 270 > th dose independent rect. 2 19
206 80.48 radiation 1.0 270 < th dose dependent rect. 21 5
215 80.49 radiation 1.0 270 > th dose independent rect. 7 9
228 80.53 precipitation 0.1 270 < th dose independent rect. 2 19
231 80.53 precipitation 0.1 270 < th dose dependent rect. 2 19
234 80.56 wind 9.0 270 < th dose independent rect. 21 5
240 80.58 wind 9.0 270 < th dose independent rect. 17 2
254 80.60 radiation 1.0 30 < th dose dependent sin 21 NA
267 80.65 atmosphere 995.0 270 > th dose independent rect. 15 6
270 80.65 atmosphere 995.0 270 > th dose independent rect. 3 17
273 80.65 radiation 10.0 30 < th dose dependent rect. 9 14
276 80.68 precipitation 0.1 270 < th dose independent rect. 17 2
278 80.68 precipitation 0.1 270 < th dose dependent rect. 17 2
283 80.71 wind 1.0 270 > th dose independent rect. 17 2
285 80.72 atmosphere 1015.0 90 < th dose independent rect. 23 18
303 80.77 radiation 1.0 30 > th dose independent sin 21 NA
316 80.77 radiation 30.0 270 < th dose independent rect. 16 15
318 80.77 precipitation 0.1 270 < th dose independent rect. 19 22
326 80.77 precipitation 0.1 270 < th dose dependent rect. 19 22
327 80.78 temperature 10.0 270 > th dose independent rect. 17 2
329 80.78 atmosphere 1010.0 270 < th dose independent rect. 17 2
331 80.78 radiation 20.0 270 < th dose independent rect. 17 2
336 80.78 temperature 10.0 270 > th dose independent rect. 19 22
338 80.79 temperature 10.0 270 > th dose independent rect. 7 9
339 80.79 atmosphere 1015.0 270 < th dose independent rect. 7 9
340 80.79 temperature 10.0 270 > th dose independent rect. 16 15
356 80.83 wind 1.0 270 > th dose independent rect. 8 7
368 80.88 radiation 40.0 270 < th dose dependent rect. 17 2
375 80.89 radiation 1.0 10 < th dose dependent rect. 11 12
398 80.92 precipitation 0.1 270 < th dose independent rect. 7 9
401 80.92 precipitation 0.1 270 < th dose dependent rect. 7 9
404 80.93 wind 9.0 270 < th dose independent rect. 15 17
449 80.98 humidity 90.0 270 < th dose independent rect. 17 2
458 80.99 radiation 1.0 30 < th dose independent rect. 11 12
464 81.00 temperature 15.0 270 > th dose independent rect. 2 8
484 81.01 radiation 1.0 30 < th dose independent rect. 5 18
491 81.02 wind 7.0 270 < th dose independent rect. 2 8
492 81.02 wind 9.0 270 < th dose independent rect. 7 9
494 81.03 atmosphere 1000.0 270 > th dose independent rect. 17 2
511 81.03 atmosphere 995.0 270 > th dose independent rect. 2 19
526 81.05 humidity 50.0 270 > th dose independent rect. 7 9
528 81.05 atmosphere 995.0 270 > th dose dependent rect. 17 2
536 81.07 atmosphere 995.0 270 > th dose independent rect. 2 8
537 81.07 atmosphere 1015.0 270 < th dose independent rect. 2 8
538 81.07 temperature 10.0 270 > th dose independent rect. 10 16
552 81.10 radiation 40.0 270 < th dose dependent rect. 15 5
569 81.14 radiation 10.0 270 < th dose dependent rect. 14 5
578 81.16 humidity 50.0 270 > th dose independent rect. 2 8
581 81.17 humidity 50.0 270 > th dose independent rect. 17 2
584 81.17 precipitation 0.1 270 < th dose independent rect. 16 15
585 81.17 precipitation 0.1 270 < th dose dependent rect. 16 15
600 81.18 wind 9.0 270 < th dose independent rect. 1 21
621 81.20 atmosphere 995.0 30 > th dose dependent rect. 17 6
624 81.21 radiation 1.0 90 > th dose independent rect. 10 7
636 81.23 wind 9.0 90 < th dose dependent rect. 17 6
637 81.24 atmosphere 995.0 270 > th dose independent rect. 7 9
646 81.26 temperature 10.0 1440 > th dose independent rect. 18 6
649 81.26 humidity 50.0 1440 > th dose independent rect. 18 6
651 81.26 radiation 20.0 1440 < th dose independent rect. 18 6
665 81.26 temperature 10.0 1440 > th dose independent rect. 24 18
672 81.27 humidity 50.0 270 > th dose independent rect. 8 7
681 81.28 radiation 1.0 30 < th dose independent sin 21 NA
683 81.28 wind 9.0 270 < th dose independent rect. 19 21
710 81.31 radiation 20.0 90 < th dose independent rect. 17 17
711 81.31 humidity 50.0 270 > th dose dependent rect. 22 3
713 81.31 radiation 40.0 270 < th dose dependent rect. 15 17
714 81.32 temperature 10.0 270 > th dose independent rect. 8 7
715 81.32 atmosphere 1015.0 270 < th dose independent rect. 8 7
717 81.32 temperature 10.0 270 > th dose independent rect. 15 17
749 81.33 radiation 40.0 90 < th dose independent rect. 17 17
766 81.34 wind 9.0 270 < th dose independent rect. 8 7
768 81.34 temperature 15.0 90 > th dose independent rect. 17 17
777 81.36 wind 1.0 270 > th dose independent rect. 21 18
787 81.39 precipitation 0.1 270 < th dose independent rect. 8 7
792 81.39 precipitation 0.1 270 < th dose dependent rect. 8 7
806 81.42 precipitation 0.1 270 < th dose independent rect. 22 3
809 81.42 atmosphere 995.0 270 > th dose independent rect. 16 15
810 81.42 precipitation 0.1 270 < th dose dependent rect. 22 3
812 81.43 temperature 10.0 270 > th dose independent rect. 22 3
813 81.43 temperature 30.0 270 < th dose independent rect. 22 3
814 81.43 humidity 50.0 270 > th dose independent rect. 22 3
817 81.43 atmosphere 995.0 270 > th dose independent rect. 22 3
818 81.43 radiation 1.0 270 < th dose independent rect. 22 3
824 81.43 precipitation 0.1 270 < th dose independent rect. 2 8
827 81.43 temperature 10.0 270 > th dose independent rect. 1 21
828 81.43 radiation 1.0 270 < th dose dependent rect. 22 3
833 81.43 atmosphere 995.0 270 > th dose dependent rect. 15 5
835 81.43 precipitation 0.1 270 < th dose dependent rect. 2 8
839 81.45 wind 9.0 270 < th dose independent rect. 22 3
840 81.45 atmosphere 995.0 270 > th dose independent rect. 8 7
857 81.48 radiation 40.0 1440 < th dose dependent rect. 24 5
868 81.51 wind 9.0 270 < th dose independent rect. 10 16
869 81.51 precipitation 0.1 270 < th dose independent rect. 1 21
873 81.51 precipitation 0.1 270 < th dose dependent rect. 1 21
906 81.54 wind 9.0 270 < th dose dependent rect. 15 5
921 81.57 temperature 30.0 270 < th dose independent rect. 2 8
938 81.59 precipitation 0.1 270 < th dose independent rect. 15 17
940 81.59 precipitation 0.1 270 < th dose dependent rect. 15 17
948 81.60 wind 9.0 270 < th dose dependent rect. 2 8
953 81.61 temperature 10.0 90 > th dose independent rect. 10 7
954 81.61 atmosphere 1015.0 90 < th dose independent rect. 10 7
959 81.62 wind 9.0 90 < th dose independent rect. 10 7
962 81.62 precipitation 0.1 270 < th dose independent rect. 10 16
966 81.62 precipitation 0.1 270 < th dose dependent rect. 10 16
971 81.63 atmosphere 995.0 90 > th dose independent rect. 17 17
975 81.63 temperature 30.0 270 < th dose dependent rect. 21 5
983 81.64 wind 9.0 270 < th dose dependent rect. 16 3
987 81.65 precipitation 0.1 90 < th dose independent rect. 10 7
988 81.65 radiation 1.0 270 < th dose independent rect. 3 17
992 81.65 precipitation 0.1 90 < th dose dependent rect. 10 7
996 81.66 wind 1.0 90 > th dose independent rect. 10 7