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Os01g0734200

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

Description : Similar to RbohAOsp (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10 (0.0226) R2 : 0.445
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.823 (0.0549) R2dC : 0.285 R2C : 0.176
β3 : 0.861 (0.0681) R2dE : 0.203 R2E : 0.0845
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.316 (0.0476) R2dN8 : 0.0701 R2N8 : 0.0468
σ : 0.425
deviance : 83.22
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_____
C
peak time of C : 11.5
E
wheather : temperature
threshold : 26.7
memory length : 2510
response mode : > th
dose dependency : dose dependent
G
type of G : no
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
72.56 0.4 10.1 -1.1 0.817 1.28 -0.931 -3.84 0.322 11.8 28.73 1234 -- --
74.82 0.403 10 -0.404 0.815 0.913 -0.912 -- 0.271 11.7 26.55 2599 -- --
76.02 0.406 10.1 -0.934 0.867 1.2 -- -2.49 0.253 11.6 27.82 1188 -- --
78.35 0.412 10 -0.443 0.838 0.955 -- -- 0.256 11.5 26.57 2501 -- --
114.4 0.498 10.1 -0.814 -- 1.03 -- -1.61 0.183 -- 26.81 1535 -- --
107.17 0.485 10 -0.11 0.685 -- -1.06 -- 0.292 11.6 -- -- -- --
111.9 0.495 10 -0.154 0.693 -- -- -- 0.287 11.3 -- -- -- --
110.37 0.489 10.1 -0.469 -- 0.856 -- -- 0.0565 -- 26.8 7418 -- --
83.22 0.425 10 -- 0.823 0.861 -- -- 0.316 11.5 26.7 2510 -- --
141.95 0.557 10.1 -0.172 -- -- -- -- 0.28 -- -- -- -- --
112.53 0.496 10 -- 0.694 -- -- -- 0.304 11.4 -- -- -- --
115.38 0.5 10.1 -- -- 0.776 -- -- 0.181 -- 28.38 7438 -- --
142.73 0.558 10.1 -- -- -- -- -- 0.299 -- -- -- -- --

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 71.24 wind 7 43200 < th dose independent rect. 12 1
2 71.33 wind 7 43200 > th dose independent rect. 12 1
3 71.83 radiation 20 4320 > th dose dependent rect. 6 2
18 71.97 wind 7 43200 > th dose dependent rect. 12 1
19 72.27 humidity 70 1440 > th dose independent rect. 18 19
20 72.33 radiation 20 1440 > th dose independent rect. 16 16
22 72.72 humidity 70 1440 < th dose independent rect. 18 19
27 72.82 wind 7 43200 > th dose independent rect. 10 3
34 73.16 wind 3 43200 < th dose independent rect. 2 2
35 73.37 wind 3 43200 > th dose independent rect. 2 2
36 73.37 humidity 80 1440 < th dose dependent rect. 16 20
43 73.65 temperature 30 1440 < th dose independent rect. 18 18
49 73.69 wind 7 43200 > th dose independent rect. 3 11
51 73.70 wind 7 43200 < th dose independent rect. 3 11
52 73.72 radiation 30 4320 > th dose independent rect. 7 1
67 73.73 wind 5 43200 > th dose dependent rect. 10 4
71 73.80 radiation 10 1440 > th dose independent sin 12 NA
72 73.81 temperature 30 1440 > th dose independent rect. 17 21
79 73.86 radiation 10 1440 > th dose independent rect. 16 20
94 74.00 temperature 25 720 > th dose dependent rect. 17 15
97 74.02 radiation 40 1440 < th dose dependent rect. 16 16
99 74.06 temperature 30 1440 < th dose independent sin 10 NA
100 74.06 humidity 70 1440 < th dose independent sin 10 NA
114 74.13 radiation 20 1440 < th dose dependent rect. 17 14
122 74.21 radiation 30 4320 < th dose independent rect. 7 1
123 74.22 temperature 25 720 > th dose dependent rect. 17 6
144 74.28 temperature 25 14400 > th dose dependent rect. 22 2
155 74.39 temperature 30 1440 > th dose independent sin 11 NA
174 74.57 humidity 70 1440 > th dose independent sin 10 NA
177 74.58 temperature 25 14400 > th dose dependent rect. 22 8
192 74.70 temperature 25 14400 > th dose dependent rect. 3 3
195 74.71 temperature 25 14400 > th dose dependent rect. 5 1
203 74.73 temperature 30 1440 > th dose dependent rect. 16 20
205 74.74 temperature 30 1440 > th dose dependent sin 10 NA
207 74.74 radiation 1 1440 > th dose dependent rect. 16 16
211 74.76 radiation 30 14400 > th dose independent rect. 16 1
228 74.77 temperature 30 1440 > th dose independent rect. 9 5
243 74.84 temperature 30 1440 < th dose independent rect. 9 3
245 74.84 radiation 1 720 > th dose independent rect. 17 13
247 74.84 radiation 1 1440 > th dose dependent rect. 17 14
250 74.85 radiation 10 1440 < th dose dependent rect. 18 12
260 74.88 radiation 30 4320 < th dose independent rect. 18 14
267 74.90 radiation 30 1440 > th dose dependent rect. 13 20
293 74.97 temperature 30 1440 < th dose independent rect. 3 11
300 74.97 temperature 30 1440 < th dose independent rect. 20 18
305 74.99 temperature 30 1440 < th dose independent rect. 6 8
307 74.99 radiation 30 4320 < th dose independent rect. 20 12
308 74.99 radiation 40 1440 > th dose dependent sin 13 NA
315 75.01 temperature 30 1440 > th dose dependent no NA NA
316 75.01 temperature 30 1440 > th dose dependent rect. 9 10
425 75.02 temperature 30 1440 < th dose independent rect. 22 16
450 75.05 temperature 30 1440 > th dose dependent sin 17 NA
484 75.08 radiation 30 4320 < th dose independent rect. 2 6
499 75.10 temperature 30 1440 < th dose independent rect. 13 23
524 75.13 temperature 30 1440 > th dose independent rect. 13 23
528 75.14 temperature 30 1440 > th dose independent rect. 9 10
580 75.18 radiation 30 14400 > th dose dependent rect. 16 1
595 75.19 temperature 30 1440 < th dose independent rect. 9 12
596 75.19 temperature 30 1440 < th dose independent rect. 9 14
598 75.19 temperature 30 1440 < th dose independent rect. 6 17
599 75.19 temperature 30 1440 < th dose independent rect. 3 18
604 75.19 temperature 30 1440 < th dose independent rect. 9 23
609 75.20 temperature 30 1440 < th dose independent rect. 6 15
633 75.21 temperature 30 1440 < th dose independent rect. 9 20
641 75.21 temperature 30 1440 < th dose independent rect. 22 23
643 75.22 temperature 30 1440 < th dose independent no NA NA
646 75.22 temperature 30 1440 < th dose independent rect. 9 10
668 75.22 temperature 30 1440 < th dose independent rect. 20 23
669 75.22 radiation 10 1440 < th dose dependent rect. 18 3
672 75.23 temperature 30 1440 > th dose independent no NA NA
818 75.26 radiation 30 4320 < th dose independent rect. 22 10
848 75.30 temperature 30 1440 > th dose independent rect. 16 3
869 75.31 wind 3 43200 > th dose dependent rect. 2 12
888 75.32 radiation 40 1440 > th dose dependent rect. 13 22
893 75.33 temperature 30 1440 < th dose independent rect. 11 23
898 75.34 radiation 20 1440 < th dose dependent sin 12 NA
903 75.35 radiation 40 1440 > th dose independent sin 12 NA
907 75.35 temperature 30 1440 > th dose independent rect. 11 23
910 75.36 temperature 25 4320 < th dose independent rect. 8 1
912 75.36 humidity 70 1440 < th dose independent rect. 9 22
916 75.37 radiation 1 1440 < th dose independent rect. 18 3
943 75.39 radiation 1 1440 < th dose independent rect. 18 5
944 75.39 humidity 70 1440 < th dose independent rect. 9 11
956 75.39 wind 3 43200 > th dose dependent rect. 24 14
958 75.40 humidity 70 14400 < th dose independent rect. 18 2
974 75.40 wind 5 43200 < th dose dependent rect. 1 3
977 75.41 radiation 10 1440 < th dose dependent rect. 18 5
980 75.42 temperature 30 1440 < th dose independent rect. 16 7
986 75.44 temperature 30 1440 < th dose independent rect. 16 5
999 75.46 humidity 70 14400 < th dose independent rect. 18 13