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Os07g0507600

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

Description : Protein of unknown function DUF1723 domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.5 (0.0159) R2 : 0.642
β1 : 1.12 (0.0581) R2dD : 0.304 R2D : 0.275
β2 : 0.848 (0.0401) R2dC : 0.354 R2C : 0.343
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.156 (0.0339) R2dN8 : 0.0222 R2N8 : -0.0146
σ : 0.299
deviance : 40.66
__
_____
C
peak time of C : 20.3
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
27.69 0.247 11.5 1.46 0.907 -1.15 0.0298 0.842 0.349 18.9 9.534 11 -- --
28.25 0.249 11.5 1.34 0.906 -1.14 0.0407 -- 0.316 18.9 9.534 11 -- --
27.69 0.245 11.5 1.46 0.907 -1.15 -- 0.844 0.349 18.9 9.62 11 -- --
28.25 0.249 11.5 1.34 0.905 -1.14 -- -- 0.315 18.9 9.62 11 -- --
69.07 0.389 11.5 1.42 -- -0.884 -- 1.1 0.302 -- 8.707 6 -- --
40.62 0.299 11.5 1.12 0.848 -- -0.111 -- 0.156 20.3 -- -- -- --
40.66 0.299 11.5 1.12 0.848 -- -- -- 0.156 20.3 -- -- -- --
70.07 0.392 11.5 1.27 -- -0.862 -- -- 0.261 -- 8.707 6 -- --
71.19 0.395 11.5 -- 0.854 -0.417 -- -- 0.092 19.7 19.57 22 -- --
80.6 0.42 11.5 1.12 -- -- -- -- 0.147 -- -- -- -- --
73.96 0.402 11.6 -- 0.843 -- -- -- 0.0307 20.4 -- -- -- --
110.38 0.491 11.5 -- -- -0.385 -- -- 0.0748 -- 18.57 2 -- --
113.62 0.498 11.5 -- -- -- -- -- 0.0227 -- -- -- -- --

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 25.17 wind 9.0 43200 < th dose independent rect. 20 1
2 25.29 wind 9.0 43200 > th dose independent rect. 20 1
3 25.51 wind 7.0 43200 > th dose dependent rect. 20 1
4 25.51 wind 9.0 43200 > th dose dependent rect. 20 3
9 25.90 wind 9.0 43200 > th dose dependent rect. 17 13
10 25.93 wind 9.0 43200 > th dose dependent rect. 17 6
12 25.96 wind 9.0 43200 > th dose dependent rect. 17 4
28 26.35 wind 9.0 43200 > th dose dependent rect. 20 9
50 26.67 wind 9.0 43200 > th dose independent rect. 17 12
55 26.71 wind 9.0 43200 > th dose independent rect. 17 7
57 26.72 wind 9.0 43200 < th dose independent rect. 20 8
60 26.75 wind 9.0 43200 > th dose independent rect. 19 9
71 26.86 wind 9.0 43200 > th dose independent rect. 17 4
85 26.93 wind 9.0 43200 < th dose independent rect. 17 11
87 26.94 wind 9.0 43200 < th dose independent rect. 17 4
93 26.99 wind 9.0 43200 < th dose independent rect. 17 8
101 27.04 radiation 1.0 43200 < th dose dependent rect. 20 4
109 27.15 temperature 25.0 4320 > th dose dependent rect. 7 1
118 27.22 temperature 10.0 270 > th dose dependent rect. 16 23
153 27.54 humidity 60.0 14400 < th dose independent rect. 18 1
162 27.58 radiation 30.0 4320 < th dose independent rect. 15 17
168 27.60 humidity 60.0 14400 > th dose independent rect. 18 1
183 27.68 temperature 25.0 4320 > th dose dependent rect. 6 6
187 27.70 temperature 10.0 10 > th dose dependent no NA NA
196 27.74 temperature 10.0 4320 > th dose dependent rect. 13 1
200 27.75 humidity 60.0 14400 < th dose dependent rect. 17 3
212 27.76 humidity 60.0 14400 > th dose independent rect. 18 11
221 27.77 radiation 1.0 43200 < th dose dependent rect. 20 7
244 27.83 humidity 60.0 14400 > th dose independent rect. 18 8
254 27.85 radiation 1.0 43200 < th dose dependent rect. 22 2
260 27.86 humidity 50.0 14400 > th dose independent rect. 17 16
261 27.86 temperature 10.0 4320 > th dose dependent rect. 8 6
265 27.87 temperature 25.0 4320 > th dose dependent sin 5 NA
286 27.90 temperature 25.0 4320 > th dose dependent rect. 24 14
381 28.01 temperature 10.0 4320 > th dose dependent rect. 8 2
434 28.04 temperature 10.0 4320 > th dose dependent sin 22 NA
460 28.06 temperature 30.0 4320 < th dose dependent rect. 8 1
638 28.17 temperature 30.0 4320 > th dose independent rect. 8 4
646 28.17 temperature 30.0 4320 < th dose independent rect. 2 10
680 28.17 humidity 50.0 14400 < th dose dependent rect. 16 18
681 28.18 temperature 30.0 4320 < th dose independent rect. 7 5
682 28.18 temperature 30.0 4320 < th dose independent rect. 4 8
687 28.18 temperature 30.0 4320 < th dose independent rect. 19 17
704 28.18 temperature 25.0 4320 > th dose dependent rect. 6 19
708 28.18 temperature 15.0 90 > th dose dependent rect. 19 23
736 28.20 temperature 30.0 4320 > th dose independent rect. 11 1
772 28.21 wind 9.0 43200 > th dose dependent sin 14 NA
829 28.22 temperature 25.0 4320 > th dose dependent rect. 13 23
852 28.24 precipitation 0.1 43200 > th dose independent rect. 17 1
854 28.24 precipitation 0.1 43200 > th dose dependent rect. 17 1
881 28.25 temperature 25.0 4320 > th dose dependent no NA NA
912 28.27 precipitation 0.1 43200 < th dose independent rect. 17 1
931 28.27 precipitation 0.1 43200 < th dose dependent rect. 17 1
940 28.28 temperature 25.0 4320 > th dose independent rect. 7 1
941 28.28 temperature 30.0 4320 < th dose independent rect. 11 1
965 28.28 temperature 25.0 4320 > th dose dependent rect. 11 23
997 28.30 precipitation 0.1 43200 > th dose dependent rect. 20 1