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Os11g0148600

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.2 (0.0174) R2 : 0.11
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.276 (0.0367) R2dN8 : 0.142 R2N8 : 0.11
σ : 0.329
deviance : 49.54
__
_____
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
34.04 0.274 10.3 -0.185 0.192 0.922 0.0254 -1.32 -0.428 22.4 12.22 220 -- --
35.27 0.277 10.2 0.0195 0.196 0.891 0.12 -- -0.372 22.5 13 211 -- --
34.05 0.272 10.3 -0.188 0.192 0.925 -- -1.33 -0.429 22.5 12.4 219 -- --
35.33 0.277 10.2 0.0107 0.195 0.9 -- -- -0.375 22.6 12.83 211 -- --
34.87 0.275 10.3 -0.224 -- 0.939 -- -1.37 -0.443 -- 0.4141 437 -- --
43.45 0.309 10.2 0.207 0.305 -- 0.274 -- -0.249 18.8 -- -- -- --
43.64 0.309 10.2 0.202 0.306 -- -- -- -0.248 18.8 -- -- -- --
36.19 0.28 10.2 0.00201 -- 0.903 -- -- -0.382 -- 2.338 436 -- --
35.33 0.277 10.2 -- 0.195 0.905 -- -- -0.376 22.7 12.65 211 -- --
48.54 0.326 10.2 0.195 -- -- -- -- -0.254 -- -- -- -- --
44.71 0.313 10.2 -- 0.304 -- -- -- -0.271 18.9 -- -- -- --
36.19 0.28 10.2 -- -- 0.904 -- -- -0.382 -- 8.538 436 -- --
49.54 0.329 10.2 -- -- -- -- -- -0.276 -- -- -- -- --

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 33.78 humidity 80 14400 > th dose independent rect. 10 1
2 33.97 temperature 10 720 > th dose dependent rect. 1 17
4 33.98 temperature 15 720 > th dose dependent rect. 23 21
5 34.02 humidity 80 14400 < th dose independent rect. 10 1
7 34.05 radiation 20 4320 > th dose independent rect. 6 2
26 34.07 temperature 10 720 > th dose dependent sin 2 NA
27 34.07 temperature 10 270 > th dose dependent no NA NA
28 34.07 temperature 15 720 > th dose dependent rect. 21 21
30 34.08 temperature 15 720 > th dose dependent rect. 1 19
32 34.12 temperature 15 270 > th dose dependent rect. 3 23
36 34.13 temperature 15 270 > th dose dependent rect. 19 23
38 34.16 temperature 15 720 > th dose dependent rect. 23 18
40 34.17 temperature 15 270 > th dose dependent rect. 1 23
41 34.18 humidity 80 14400 > th dose dependent rect. 19 1
50 34.23 humidity 80 14400 > th dose independent rect. 8 5
98 34.39 humidity 80 14400 < th dose independent rect. 9 4
100 34.40 temperature 15 270 > th dose dependent rect. 12 23
110 34.43 temperature 15 270 > th dose dependent sin 23 NA
115 34.44 temperature 15 270 > th dose dependent rect. 15 23
134 34.49 temperature 30 270 < th dose dependent rect. 1 22
158 34.54 temperature 15 720 > th dose dependent rect. 6 10
159 34.54 temperature 10 270 > th dose dependent rect. 8 23
161 34.55 humidity 80 14400 < th dose independent rect. 10 10
165 34.56 radiation 20 4320 > th dose dependent rect. 6 2
170 34.56 humidity 90 14400 > th dose dependent rect. 18 7
183 34.57 humidity 80 14400 < th dose independent rect. 17 1
184 34.57 humidity 80 14400 > th dose independent rect. 17 2
185 34.57 humidity 80 14400 > th dose independent rect. 8 12
196 34.58 humidity 80 14400 > th dose independent rect. 10 10
201 34.59 humidity 80 14400 < th dose independent rect. 8 11
239 34.65 humidity 80 14400 > th dose dependent rect. 9 2
326 34.76 humidity 90 14400 < th dose independent rect. 20 2
382 34.81 humidity 90 14400 > th dose independent rect. 18 4
400 34.82 humidity 80 14400 > th dose dependent rect. 6 7
411 34.83 humidity 80 14400 > th dose dependent rect. 6 17
417 34.84 radiation 1 14400 > th dose independent rect. 18 12
422 34.84 humidity 80 14400 > th dose dependent rect. 8 15
424 34.84 humidity 60 14400 < th dose dependent rect. 17 16
448 34.85 humidity 90 14400 > th dose dependent rect. 9 17
454 34.86 humidity 80 14400 > th dose independent sin 23 NA
458 34.86 radiation 1 14400 < th dose independent rect. 18 12
469 34.86 humidity 90 14400 > th dose dependent rect. 6 20
484 34.88 humidity 90 14400 > th dose independent rect. 18 6
485 34.88 humidity 90 14400 > th dose dependent sin 17 NA
510 34.90 wind 9 43200 > th dose dependent rect. 20 3
546 34.93 humidity 80 14400 < th dose independent sin 23 NA
588 34.95 humidity 90 14400 < th dose independent rect. 6 18
645 34.98 radiation 1 14400 > th dose independent rect. 17 15
656 34.99 radiation 1 14400 > th dose independent rect. 17 2
686 34.99 temperature 30 90 < th dose dependent rect. 13 23
702 35.01 radiation 1 14400 < th dose independent rect. 17 15
734 35.03 temperature 10 4320 > th dose dependent rect. 13 1
749 35.04 humidity 90 14400 < th dose independent rect. 6 5
776 35.05 temperature 30 1440 < th dose dependent rect. 17 2
781 35.05 wind 9 43200 > th dose dependent rect. 17 13
820 35.07 humidity 80 14400 > th dose dependent sin 20 NA
832 35.07 humidity 80 14400 > th dose dependent rect. 17 20
870 35.09 temperature 10 4320 > th dose dependent rect. 9 7
889 35.10 humidity 70 14400 > th dose dependent rect. 11 8
907 35.11 radiation 1 14400 > th dose independent rect. 17 19
940 35.12 humidity 90 14400 > th dose independent rect. 6 18
941 35.12 humidity 90 14400 > th dose independent rect. 6 20
948 35.12 wind 9 43200 > th dose dependent rect. 17 7
971 35.13 radiation 1 14400 < th dose independent rect. 17 19