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Os02g0621600

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 : 10.7 (0.022) R2 : 0.559
β1 : 1.24 (0.0807) R2dD : 0.236 R2D : 0.0992
β2 : 0.851 (0.0523) R2dC : 0.256 R2C : 0.194
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.588 (0.047) R2dN8 : 0.202 R2N8 : 0.0769
σ : 0.414
deviance : 78.22
__
_____
C
peak time of C : 12.7
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 = radiation, 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
52.93 0.342 10.7 1.13 0.281 -0.916 -0.693 -0.628 0.575 21.7 0.2546 40 -- --
53.3 0.34 10.7 1.07 0.311 -0.953 -1.4 -- 0.565 22.2 0.08161 39 -- --
53.27 0.34 10.7 1.15 0.307 -0.946 -- -1.03 0.566 22.3 0.3255 44 -- --
60.78 0.363 10.7 1.15 0.298 -0.933 -- -- 0.566 21.9 0.2955 44 -- --
55.41 0.347 10.7 1.16 -- -0.802 -- -1.05 0.603 -- 0.2837 51 -- --
70.94 0.395 10.7 1.19 0.853 -- 1.31 -- 0.581 12.5 -- -- -- --
78.22 0.414 10.7 1.24 0.851 -- -- -- 0.588 12.7 -- -- -- --
62.79 0.369 10.7 1.18 -- -0.768 -- -- 0.555 -- 0.2752 54 -- --
94.5 0.453 10.7 -- 0.483 -1.09 -- -- 0.502 22.8 0.00441 41 -- --
123.52 0.519 10.7 1.21 -- -- -- -- 0.573 -- -- -- -- --
118.64 0.51 10.7 -- 0.832 -- -- -- 0.45 12.6 -- -- -- --
99.02 0.463 10.7 -- -- -0.75 -- -- 0.521 -- 3.037e-06 57 -- --
162.02 0.594 10.7 -- -- -- -- -- 0.439 -- -- -- -- --

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 44.07 temperature 10.0 90 > th dose dependent rect. 4 14
2 45.09 temperature 10.0 270 > th dose dependent rect. 2 15
9 47.70 radiation 1.0 30 < th dose dependent sin 13 NA
10 47.79 radiation 1.0 30 > th dose independent sin 13 NA
14 47.92 radiation 10.0 270 < th dose independent rect. 16 11
17 48.21 radiation 1.0 30 < th dose independent sin 13 NA
20 48.57 radiation 30.0 270 < th dose dependent rect. 16 11
24 48.76 radiation 1.0 90 > th dose independent rect. 14 17
53 49.86 radiation 1.0 30 > th dose independent rect. 14 19
76 50.51 humidity 50.0 270 > th dose independent rect. 17 10
78 50.55 wind 9.0 270 < th dose independent rect. 3 14
83 50.68 temperature 20.0 720 > th dose dependent rect. 5 2
89 50.74 temperature 10.0 720 > th dose dependent rect. 4 3
92 50.77 precipitation 0.1 270 < th dose independent rect. 3 14
93 50.77 temperature 10.0 720 > th dose dependent rect. 3 5
94 50.77 precipitation 0.1 270 < th dose dependent rect. 3 14
97 50.83 atmosphere 995.0 270 > th dose independent rect. 17 10
109 50.95 temperature 30.0 90 < th dose independent rect. 18 10
111 50.96 temperature 10.0 270 > th dose independent rect. 17 10
115 50.96 temperature 10.0 270 > th dose independent rect. 3 14
116 50.96 atmosphere 1015.0 270 < th dose independent rect. 3 14
125 51.13 wind 9.0 270 < th dose independent rect. 17 10
136 51.32 humidity 70.0 10 > th dose independent rect. 18 11
138 51.34 temperature 10.0 720 > th dose dependent rect. 20 20
157 51.52 temperature 10.0 270 > th dose dependent rect. 11 21
170 51.79 radiation 10.0 270 < th dose dependent rect. 7 20
172 51.80 radiation 1.0 90 < th dose dependent rect. 5 23
173 51.82 radiation 1.0 90 < th dose independent rect. 13 15
179 51.86 radiation 1.0 90 < th dose independent rect. 8 20
182 51.88 radiation 1.0 90 < th dose dependent rect. 13 15
193 51.95 temperature 10.0 270 > th dose dependent rect. 12 19
199 52.00 temperature 30.0 270 < th dose independent rect. 7 6
217 52.19 precipitation 0.1 270 < th dose independent rect. 17 10
218 52.19 precipitation 0.1 270 < th dose dependent rect. 17 10
223 52.23 temperature 30.0 270 < th dose independent rect. 16 21
225 52.25 temperature 10.0 10 > th dose dependent rect. 14 19
279 52.69 temperature 10.0 720 > th dose dependent rect. 20 12
284 52.71 temperature 20.0 90 > th dose independent rect. 4 14
341 53.06 temperature 30.0 720 < th dose dependent rect. 1 2
362 53.17 temperature 30.0 270 < th dose independent rect. 6 21
371 53.23 wind 1.0 270 > th dose independent rect. 17 10
421 53.50 temperature 15.0 270 > th dose dependent rect. 2 20
425 53.52 temperature 10.0 270 > th dose dependent rect. 1 22
436 53.58 temperature 30.0 90 < th dose independent rect. 8 20
506 53.90 radiation 1.0 30 < th dose dependent rect. 18 20
531 54.03 temperature 15.0 270 > th dose dependent rect. 13 3
557 54.12 radiation 1.0 270 > th dose dependent rect. 13 18
572 54.18 precipitation 0.1 270 < th dose independent rect. 12 19
575 54.18 precipitation 0.1 270 < th dose dependent rect. 12 19
613 54.32 temperature 15.0 270 > th dose dependent rect. 12 5
620 54.38 atmosphere 995.0 270 > th dose independent rect. 3 14
622 54.39 wind 9.0 270 < th dose independent rect. 12 19
631 54.42 temperature 30.0 720 < th dose dependent rect. 24 10
666 54.59 precipitation 0.1 270 < th dose independent rect. 7 5
668 54.59 precipitation 0.1 270 < th dose dependent rect. 7 5
672 54.61 temperature 10.0 270 > th dose independent rect. 7 5
673 54.61 atmosphere 995.0 270 > th dose independent rect. 7 5
674 54.61 atmosphere 1015.0 270 < th dose independent rect. 7 5
676 54.61 temperature 10.0 270 > th dose independent rect. 12 19
700 54.67 humidity 50.0 90 > th dose dependent rect. 18 10
702 54.68 temperature 20.0 720 > th dose dependent sin 7 NA
706 54.69 temperature 30.0 270 < th dose dependent rect. 7 6
714 54.71 radiation 1.0 90 > th dose dependent rect. 15 16
726 54.75 temperature 30.0 270 < th dose independent rect. 7 13
735 54.77 wind 9.0 270 < th dose independent rect. 7 5
781 54.86 wind 9.0 270 < th dose independent rect. 13 17
782 54.86 temperature 30.0 270 < th dose dependent rect. 7 4
784 54.87 humidity 50.0 270 > th dose independent rect. 7 5
785 54.87 radiation 1.0 270 > th dose independent rect. 7 5
799 54.89 temperature 10.0 270 > th dose dependent rect. 12 11
802 54.90 radiation 1.0 270 > th dose dependent rect. 13 6
815 54.91 humidity 50.0 10 > th dose dependent rect. 18 11
843 54.96 wind 1.0 90 > th dose independent rect. 7 7
861 54.99 radiation 1.0 30 < th dose dependent no NA NA
878 55.02 atmosphere 1015.0 270 < th dose independent rect. 17 10
886 55.04 temperature 10.0 270 > th dose independent rect. 6 7
887 55.04 atmosphere 995.0 270 > th dose independent rect. 6 7
888 55.04 atmosphere 1015.0 270 < th dose independent rect. 6 7
889 55.04 precipitation 0.1 270 < th dose independent rect. 6 7
890 55.04 temperature 10.0 270 > th dose independent rect. 13 17
891 55.04 precipitation 0.1 270 < th dose dependent rect. 6 7
896 55.05 temperature 10.0 1440 > th dose independent rect. 19 10
899 55.05 temperature 30.0 1440 < th dose independent rect. 19 10
903 55.05 humidity 50.0 1440 > th dose independent rect. 19 10
905 55.05 atmosphere 995.0 1440 > th dose independent rect. 19 10
906 55.05 radiation 20.0 1440 < th dose independent rect. 19 10
918 55.05 temperature 10.0 1440 > th dose independent rect. 5 14
944 55.10 wind 1.0 270 > th dose independent rect. 7 5
948 55.11 temperature 30.0 270 < th dose independent rect. 9 1
949 55.11 temperature 10.0 720 > th dose dependent sin 6 NA
970 55.15 temperature 30.0 90 < th dose dependent rect. 7 22