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Os10g0102900

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.7 (0.0156) R2 : 0.491
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.683 (0.0379) R2dC : 0.363 R2C : 0.323
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.354 (0.0328) R2dN8 : 0.169 R2N8 : 0.128
σ : 0.294
deviance : 39.4
__
_____
C
peak time of C : 21.9
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 = humidity, 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
33.15 0.271 10.7 0.274 0.731 0.417 -0.0911 -0.516 0.45 22.2 71 1267 -- --
33.65 0.27 10.7 0.197 0.746 0.394 -0.029 -- 0.424 22.2 71.01 1239 -- --
33.15 0.268 10.7 0.275 0.743 0.421 -- -0.498 0.448 22.2 71.2 1245 -- --
33.6 0.27 10.7 0.192 0.744 0.4 -- -- 0.418 22.3 72.7 1244 -- --
57.9 0.356 10.7 0.161 -- 0.289 -- -0.19 0.374 -- 75.96 2987 -- --
39 0.293 10.7 0.112 0.682 -- -0.102 -- 0.367 21.9 -- -- -- --
39.04 0.293 10.7 0.116 0.682 -- -- -- 0.367 21.9 -- -- -- --
58.08 0.356 10.7 0.148 -- 0.289 -- -- 0.376 -- 74.96 2988 -- --
34.55 0.274 10.7 -- 0.748 0.375 -- -- 0.393 22.3 72.63 1233 -- --
66.98 0.382 10.7 0.124 -- -- -- -- 0.367 -- -- -- -- --
39.4 0.294 10.7 -- 0.683 -- -- -- 0.354 21.9 -- -- -- --
58.53 0.357 10.7 -- -- 0.283 -- -- 0.344 -- 77.99 4354 -- --
67.39 0.383 10.7 -- -- -- -- -- 0.354 -- -- -- -- --

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 33.73 humidity 60 1440 > th dose dependent rect. 11 2
3 34.02 humidity 70 270 > th dose independent rect. 9 18
5 34.05 humidity 60 270 > th dose dependent rect. 7 20
7 34.10 wind 1 1440 > th dose independent rect. 4 1
9 34.11 humidity 70 30 > th dose dependent rect. 9 19
11 34.16 humidity 90 1440 < th dose dependent rect. 11 2
13 34.17 humidity 70 720 > th dose independent rect. 7 21
16 34.20 humidity 70 90 > th dose independent rect. 11 17
19 34.21 humidity 60 720 > th dose dependent rect. 7 14
29 34.26 humidity 70 720 > th dose independent rect. 24 20
30 34.27 temperature 30 1440 > th dose independent rect. 11 1
31 34.27 humidity 80 720 < th dose independent rect. 11 4
32 34.28 humidity 80 1440 < th dose independent rect. 7 7
33 34.28 humidity 80 720 > th dose independent rect. 7 13
34 34.29 temperature 30 1440 < th dose independent rect. 11 1
52 34.34 humidity 50 14400 < th dose independent rect. 15 19
76 34.40 humidity 60 14400 < th dose dependent rect. 16 2
77 34.40 radiation 10 720 < th dose dependent rect. 9 10
81 34.41 humidity 50 14400 > th dose independent rect. 15 18
86 34.42 humidity 50 14400 < th dose independent rect. 15 3
91 34.42 humidity 50 14400 > th dose independent rect. 15 8
99 34.42 humidity 50 14400 > th dose independent rect. 15 14
109 34.43 humidity 50 14400 > th dose independent rect. 15 3
125 34.44 humidity 70 720 > th dose independent rect. 15 21
131 34.45 radiation 10 720 < th dose dependent rect. 13 6
133 34.46 humidity 80 1440 > th dose independent rect. 7 7
138 34.47 temperature 30 1440 < th dose independent rect. 2 10
142 34.47 humidity 60 720 > th dose dependent rect. 24 20
143 34.48 temperature 30 1440 < th dose independent rect. 6 6
144 34.48 temperature 30 1440 < th dose independent rect. 4 8
146 34.48 temperature 30 1440 < th dose independent rect. 20 16
150 34.48 radiation 10 720 < th dose dependent rect. 10 17
154 34.49 temperature 30 1440 < th dose independent rect. 8 4
174 34.51 wind 1 1440 < th dose independent rect. 4 1
184 34.51 temperature 15 720 > th dose dependent rect. 12 3
186 34.51 radiation 10 720 < th dose dependent rect. 13 14
187 34.52 temperature 30 1440 > th dose independent rect. 8 4
204 34.52 humidity 90 1440 < th dose dependent rect. 2 12
226 34.56 humidity 90 1440 < th dose dependent rect. 5 9
234 34.57 radiation 1 720 > th dose independent rect. 11 19
239 34.58 humidity 60 1440 > th dose independent rect. 12 1
254 34.58 humidity 60 14400 < th dose dependent rect. 16 16
312 34.61 radiation 10 720 < th dose dependent rect. 15 4
319 34.62 humidity 70 4320 > th dose independent rect. 19 10
335 34.63 humidity 70 4320 > th dose independent rect. 19 4
342 34.63 radiation 10 720 < th dose dependent rect. 15 12
378 34.65 humidity 70 4320 > th dose independent rect. 19 2
448 34.69 temperature 30 1440 < th dose independent sin 7 NA
449 34.69 humidity 70 1440 > th dose independent sin 10 NA
450 34.69 humidity 50 14400 > th dose independent rect. 16 1
455 34.69 humidity 70 720 > th dose independent rect. 15 13
468 34.70 humidity 50 720 > th dose dependent rect. 17 2
479 34.71 temperature 30 1440 > th dose independent sin 7 NA
481 34.71 humidity 60 1440 < th dose independent rect. 12 1
513 34.73 humidity 90 1440 < th dose dependent sin 2 NA
525 34.74 humidity 60 14400 < th dose independent rect. 17 1
573 34.76 humidity 90 720 < th dose dependent rect. 19 20
591 34.78 humidity 70 720 > th dose independent rect. 16 3
610 34.79 humidity 80 10 > th dose independent rect. 8 12
613 34.79 temperature 30 720 < th dose independent rect. 16 20
615 34.79 temperature 30 1440 > th dose dependent rect. 11 1
661 34.80 radiation 30 1440 > th dose dependent rect. 15 18
665 34.81 humidity 80 1440 < th dose independent sin 3 NA
705 34.82 humidity 60 14400 > th dose independent rect. 17 15
734 34.83 humidity 60 720 > th dose dependent sin 21 NA
762 34.84 humidity 60 14400 > th dose independent rect. 17 12
771 34.84 humidity 50 1440 > th dose dependent sin 1 NA
787 34.85 humidity 60 14400 > th dose independent rect. 17 10
839 34.86 humidity 70 1440 > th dose independent rect. 11 23
893 34.88 humidity 80 1440 > th dose independent sin 2 NA
993 34.91 humidity 70 1440 > th dose independent no NA NA
994 34.91 humidity 80 1440 > th dose independent rect. 11 3