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Os04g0182800

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

Description : Similar to Electron transfer flavoprotein beta-subunit-like.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.88 (0.018) R2 : 0.106
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.278 (0.0378) R2dN8 : 0.137 R2N8 : 0.106
σ : 0.339
deviance : 52.6
__
_____
C
peak time of C : --
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 = temperature, 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
30.16 0.258 8.82 -0.0411 0.424 -0.154 0.122 5.29 -0.267 12.7 29.26 732 -- --
34.61 0.276 8.88 -0.509 0.386 0.228 0.0398 -- -0.32 13.4 29.26 732 -- --
30.22 0.256 8.82 -0.0385 0.425 -0.155 -- 5.26 -0.268 12.7 29.28 734 -- --
31.23 0.26 8.89 -0.543 0.395 0.447 -- -- -0.316 12.4 29.11 662 -- --
40.86 0.298 8.83 -0.0696 -- -0.273 -- 6.31 -0.292 -- 29.59 609 -- --
35.11 0.278 8.89 -0.495 0.417 -- 0.084 -- -0.326 13.6 -- -- -- --
35.14 0.278 8.89 -0.492 0.417 -- -- -- -0.326 13.6 -- -- -- --
33.83 0.271 8.92 -0.678 -- 0.915 -- -- -0.458 -- 12.53 16 -- --
38.89 0.29 8.86 -- 0.421 0.36 -- -- -0.231 12.7 29.84 660 -- --
45.77 0.316 8.89 -0.509 -- -- -- -- -0.335 -- -- -- -- --
41.52 0.301 8.87 -- 0.426 -- -- -- -0.271 13.6 -- -- -- --
45.15 0.313 8.9 -- -- 0.696 -- -- -0.358 -- 13.81 3 -- --
52.6 0.339 8.88 -- -- -- -- -- -0.278 -- -- -- -- --

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 28.42 humidity 60 14400 < th dose dependent rect. 18 2
14 28.73 humidity 50 14400 < th dose dependent rect. 16 19
16 29.01 humidity 60 14400 < th dose independent rect. 18 2
29 29.07 radiation 10 4320 > th dose dependent rect. 5 1
41 29.12 radiation 10 4320 > th dose independent rect. 5 1
53 29.13 humidity 60 14400 > th dose independent rect. 18 13
55 29.16 humidity 60 14400 > th dose independent rect. 18 4
57 29.17 humidity 60 14400 > th dose independent rect. 18 6
62 29.20 humidity 60 14400 > th dose independent rect. 18 8
66 29.41 humidity 80 4320 < th dose independent rect. 17 2
68 29.44 humidity 50 14400 > th dose independent rect. 17 17
71 29.59 temperature 30 4320 < th dose independent rect. 11 1
74 29.66 humidity 90 1440 > th dose independent rect. 8 10
75 29.67 temperature 30 720 > th dose independent rect. 16 22
77 29.68 temperature 30 720 > th dose independent rect. 11 3
81 29.70 temperature 30 4320 > th dose independent rect. 11 1
82 29.70 humidity 50 43200 > th dose independent rect. 21 8
89 29.73 humidity 50 43200 < th dose independent rect. 20 13
91 29.74 temperature 30 1440 > th dose independent rect. 8 6
112 29.77 humidity 80 4320 > th dose independent rect. 18 1
113 29.77 humidity 60 4320 > th dose independent rect. 12 2
114 29.77 temperature 30 1440 < th dose independent rect. 4 8
121 29.80 wind 1 14400 < th dose independent rect. 2 1
124 29.80 humidity 60 43200 > th dose independent rect. 23 3
125 29.80 temperature 30 720 > th dose independent rect. 10 8
127 29.80 humidity 50 43200 > th dose independent rect. 23 10
129 29.80 temperature 30 1440 < th dose independent rect. 20 16
131 29.81 temperature 30 720 > th dose independent rect. 11 6
134 29.81 humidity 90 1440 < th dose independent rect. 8 10
136 29.81 humidity 90 1440 > th dose dependent rect. 8 10
143 29.84 humidity 60 4320 < th dose independent rect. 13 1
147 29.84 humidity 50 14400 < th dose dependent rect. 16 1
148 29.84 temperature 30 720 > th dose dependent rect. 13 2
151 29.85 humidity 50 43200 < th dose independent rect. 4 5
152 29.85 humidity 50 43200 > th dose independent rect. 3 6
164 29.85 humidity 60 43200 < th dose dependent rect. 20 10
169 29.86 humidity 50 43200 < th dose independent rect. 20 9
171 29.86 humidity 60 43200 < th dose dependent rect. 21 8
172 29.87 humidity 60 43200 > th dose independent rect. 23 1
180 29.89 humidity 70 43200 > th dose independent rect. 23 6
183 29.89 radiation 30 4320 < th dose independent rect. 20 11
192 29.90 radiation 20 4320 < th dose independent rect. 16 15
199 29.91 humidity 70 4320 > th dose dependent rect. 18 1
205 29.92 humidity 50 14400 < th dose independent rect. 17 17
212 29.93 humidity 70 43200 < th dose independent rect. 22 8
217 29.94 temperature 30 720 > th dose independent rect. 14 3
234 29.95 humidity 70 43200 < th dose independent rect. 23 5
277 29.98 humidity 80 4320 > th dose independent rect. 17 3
280 29.98 radiation 30 4320 < th dose independent rect. 23 8
281 29.98 radiation 20 4320 < th dose independent rect. 16 13
283 29.98 humidity 70 43200 < th dose dependent rect. 23 4
287 29.99 radiation 20 4320 < th dose independent rect. 16 2
289 29.99 radiation 20 4320 < th dose independent rect. 16 4
295 29.99 radiation 20 4320 < th dose independent rect. 16 8
299 30.00 wind 1 14400 > th dose independent rect. 2 1
308 30.00 radiation 20 4320 < th dose independent rect. 16 10
420 30.04 temperature 30 4320 > th dose dependent rect. 11 1
425 30.05 temperature 15 4320 > th dose independent rect. 23 1
433 30.05 humidity 50 43200 < th dose dependent rect. 8 1
451 30.06 temperature 30 4320 < th dose independent rect. 17 1
469 30.06 humidity 80 14400 > th dose independent rect. 1 11
487 30.06 temperature 30 4320 < th dose independent rect. 17 19
490 30.06 temperature 30 720 < th dose independent rect. 8 21
509 30.07 humidity 50 43200 > th dose independent rect. 21 1
522 30.07 wind 1 14400 < th dose dependent rect. 2 1
537 30.09 humidity 50 43200 < th dose independent rect. 21 1
570 30.09 humidity 80 14400 < th dose independent rect. 16 20
606 30.10 temperature 10 30 > th dose dependent rect. 23 23
607 30.11 temperature 30 720 > th dose independent sin 23 NA
620 30.11 humidity 80 14400 > th dose independent rect. 2 9
643 30.12 temperature 30 720 > th dose dependent sin 2 NA
645 30.12 humidity 50 43200 < th dose dependent rect. 21 1
709 30.15 temperature 25 4320 > th dose dependent rect. 23 9
721 30.16 humidity 80 4320 < th dose dependent rect. 11 5
723 30.16 temperature 25 4320 > th dose dependent rect. 24 7
724 30.16 humidity 50 4320 > th dose dependent rect. 11 9
729 30.17 humidity 90 1440 < th dose independent rect. 9 5
758 30.17 humidity 80 4320 < th dose dependent rect. 12 3
769 30.17 humidity 90 4320 < th dose dependent rect. 11 9
771 30.18 temperature 30 4320 < th dose independent sin 8 NA
774 30.18 temperature 10 43200 > th dose independent rect. 23 6
793 30.18 wind 9 43200 > th dose dependent rect. 17 1
800 30.19 temperature 30 1440 > th dose independent sin 8 NA
807 30.19 temperature 10 43200 > th dose independent rect. 20 9
819 30.19 temperature 10 43200 > th dose independent rect. 10 19
847 30.20 temperature 10 43200 > th dose independent rect. 12 17
856 30.21 wind 9 43200 < th dose independent rect. 20 1
871 30.21 temperature 10 43200 > th dose independent rect. 3 13
875 30.21 temperature 10 43200 > th dose independent rect. 23 18
876 30.21 temperature 30 720 < th dose independent rect. 9 19
879 30.21 temperature 10 43200 < th dose independent rect. 9 20
880 30.21 humidity 80 14400 > th dose independent rect. 17 20
883 30.21 wind 9 14400 > th dose dependent rect. 18 3
904 30.22 humidity 80 14400 > th dose independent rect. 4 7
908 30.22 temperature 10 43200 < th dose independent rect. 20 9
923 30.22 temperature 10 43200 > th dose independent rect. 23 14
929 30.22 temperature 10 43200 > th dose independent rect. 1 16
931 30.22 temperature 10 43200 > th dose independent rect. 23 16
989 30.22 temperature 15 4320 < th dose dependent rect. 3 17