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Os03g0586500

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 : 14.7 (0.0241) R2 : 0.877
β1 : -- (--) R2dD : -- R2D : --
β2 : 3.52 (0.0629) R2dC : 0.849 R2C : 0.848
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.464 (0.0507) R2dN8 : 0.0292 R2N8 : 0.0277
σ : 0.454
deviance : 94.37
__
_____
C
peak time of C : 17.2
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 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
78.85 0.417 14.7 -0.431 3.2 0.775 0.445 -0.147 -0.533 18.1 5.23 139 -- --
78.79 0.413 14.7 -0.454 3.19 0.768 0.446 -- -0.531 18.1 5.23 149 -- --
79.11 0.414 14.7 -0.452 3.16 0.807 -- -0.154 -0.532 18.2 5.07 155 -- --
79.16 0.414 14.7 -0.451 3.17 0.799 -- -- -0.534 18.1 5.083 155 -- --
119.52 0.509 14.8 -0.381 -- 3.23 -- 0.219 -0.85 -- 0.5396 640 -- --
88.67 0.441 14.7 -0.44 3.51 -- 0.491 -- -0.515 17.2 -- -- -- --
89.27 0.442 14.7 -0.44 3.51 -- -- -- -0.513 17.2 -- -- -- --
96.14 0.457 14.8 -0.73 -- 4.09 -- -- -0.684 -- 0.4097 652 -- --
84.23 0.427 14.7 -- 3.14 0.819 -- -- -0.489 18.1 5.22 164 -- --
734.03 1.27 14.7 -0.564 -- -- -- -- -0.602 -- -- -- -- --
94.37 0.454 14.7 -- 3.52 -- -- -- -0.464 17.2 -- -- -- --
108.93 0.486 14.7 -- -- 3.92 -- -- -0.646 -- 0.4613 647 -- --
742.41 1.27 14.7 -- -- -- -- -- -0.539 -- -- -- -- --

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 69.49 humidity 50.0 270 > th dose dependent rect. 23 1
2 69.70 radiation 10.0 30 < th dose dependent rect. 4 19
4 69.83 precipitation 0.1 270 < th dose independent rect. 23 1
5 69.83 precipitation 0.1 270 < th dose dependent rect. 23 1
6 69.85 wind 9.0 270 < th dose independent rect. 23 1
7 69.85 temperature 10.0 270 > th dose independent rect. 23 1
8 69.85 temperature 30.0 270 < th dose independent rect. 23 1
9 69.85 humidity 50.0 270 > th dose independent rect. 23 1
12 69.85 atmosphere 995.0 270 > th dose independent rect. 23 1
13 69.85 radiation 1.0 270 < th dose independent rect. 23 1
18 69.85 temperature 10.0 270 > th dose independent rect. 24 23
19 69.85 radiation 1.0 270 < th dose dependent rect. 23 1
25 70.30 wind 9.0 270 < th dose dependent rect. 23 1
31 70.86 temperature 10.0 30 > th dose independent rect. 23 5
32 70.86 temperature 30.0 30 < th dose independent rect. 23 5
33 70.86 humidity 50.0 30 > th dose independent rect. 23 5
36 70.86 atmosphere 995.0 30 > th dose independent rect. 23 5
37 70.86 radiation 1.0 30 < th dose independent rect. 23 5
42 70.86 temperature 10.0 30 > th dose independent rect. 4 19
44 70.86 atmosphere 1015.0 30 < th dose independent rect. 4 19
45 70.86 radiation 1.0 30 < th dose dependent rect. 23 5
50 70.88 wind 9.0 30 < th dose independent rect. 23 5
52 70.97 radiation 30.0 14400 < th dose dependent rect. 24 3
54 71.02 humidity 50.0 30 > th dose dependent rect. 23 3
82 71.21 humidity 70.0 10 > th dose dependent rect. 4 19
84 71.23 temperature 10.0 1440 > th dose independent rect. 24 3
87 71.23 temperature 30.0 1440 < th dose independent rect. 24 3
91 71.23 humidity 50.0 1440 > th dose independent rect. 24 3
101 71.23 atmosphere 995.0 1440 > th dose independent rect. 24 3
102 71.23 radiation 1.0 1440 < th dose independent rect. 24 3
123 71.23 temperature 10.0 1440 > th dose independent rect. 3 21
131 71.23 humidity 70.0 30 > th dose dependent rect. 2 21
132 71.27 wind 9.0 30 < th dose independent rect. 4 19
136 71.35 precipitation 0.1 30 < th dose independent rect. 23 5
137 71.35 precipitation 0.1 30 < th dose dependent rect. 23 5
138 71.37 precipitation 0.1 10 < th dose independent rect. 4 19
139 71.37 precipitation 0.1 10 < th dose dependent rect. 4 19
141 71.42 humidity 50.0 30 > th dose dependent rect. 23 5
143 71.49 precipitation 0.1 30 < th dose independent rect. 23 3
144 71.49 precipitation 0.1 30 < th dose dependent rect. 23 3
145 71.53 precipitation 0.1 10 < th dose independent rect. 2 21
146 71.53 precipitation 0.1 10 < th dose dependent rect. 2 21
147 71.55 temperature 10.0 30 > th dose independent rect. 23 3
148 71.55 temperature 30.0 30 < th dose independent rect. 23 3
149 71.55 humidity 50.0 30 > th dose independent rect. 23 3
152 71.55 atmosphere 995.0 30 > th dose independent rect. 23 3
153 71.55 radiation 1.0 30 < th dose independent rect. 23 3
158 71.55 temperature 10.0 30 > th dose independent rect. 2 21
160 71.55 atmosphere 1015.0 30 < th dose independent rect. 2 21
161 71.55 radiation 1.0 30 < th dose dependent rect. 23 3
166 71.56 wind 9.0 30 < th dose independent rect. 23 3
177 71.67 wind 9.0 30 < th dose dependent rect. 23 3
185 71.77 wind 9.0 270 < th dose independent rect. 24 23
192 71.96 wind 9.0 30 < th dose independent rect. 2 21
197 72.08 radiation 10.0 30 < th dose independent rect. 4 19
233 72.24 radiation 1.0 270 < th dose independent rect. 1 20
254 72.32 radiation 1.0 270 < th dose dependent rect. 2 18
272 72.55 atmosphere 1015.0 270 < th dose independent rect. 23 1
292 72.58 humidity 80.0 30 > th dose independent rect. 2 21
297 72.60 wind 9.0 10 < th dose dependent rect. 23 5
308 72.75 radiation 40.0 270 < th dose dependent rect. 15 14
317 72.87 humidity 80.0 10 > th dose independent rect. 4 19
318 72.87 temperature 10.0 270 > th dose dependent rect. 23 1
321 72.90 wind 9.0 10 < th dose dependent rect. 15 8
326 72.96 atmosphere 995.0 30 > th dose independent rect. 4 19
373 73.09 wind 5.0 30 < th dose independent rect. 15 8
385 73.11 radiation 10.0 720 < th dose independent rect. 17 4
403 73.13 humidity 50.0 30 > th dose dependent rect. 17 6
406 73.14 humidity 50.0 270 > th dose independent rect. 1 20
411 73.17 wind 1.0 30 > th dose independent rect. 23 5
425 73.32 atmosphere 995.0 30 > th dose independent rect. 2 21
426 73.32 temperature 10.0 30 > th dose dependent rect. 23 5
436 73.42 humidity 70.0 30 > th dose independent rect. 14 9
440 73.45 atmosphere 1015.0 30 < th dose independent rect. 23 5
455 73.55 temperature 30.0 270 < th dose dependent rect. 23 1
462 73.59 humidity 70.0 30 > th dose independent rect. 17 6
477 73.65 humidity 50.0 270 > th dose dependent rect. 21 4
528 73.72 precipitation 0.1 270 < th dose independent rect. 21 4
530 73.72 precipitation 0.1 270 < th dose dependent rect. 21 4
534 73.74 atmosphere 1015.0 270 < th dose independent rect. 24 22
547 73.88 temperature 10.0 270 > th dose independent rect. 21 4
548 73.88 temperature 30.0 270 < th dose independent rect. 21 4
549 73.88 humidity 50.0 270 > th dose independent rect. 21 4
552 73.88 atmosphere 995.0 270 > th dose independent rect. 21 4
553 73.88 radiation 1.0 270 < th dose independent rect. 21 4
559 73.88 radiation 1.0 270 < th dose dependent rect. 21 4
565 73.89 atmosphere 1015.0 30 < th dose independent rect. 23 3
569 73.91 radiation 10.0 720 < th dose independent rect. 17 12
572 73.94 wind 9.0 270 < th dose independent rect. 21 4
573 73.94 radiation 20.0 270 < th dose independent rect. 15 14
575 73.94 wind 9.0 30 < th dose dependent rect. 2 21
581 73.97 humidity 50.0 30 > th dose dependent rect. 15 8
582 73.99 humidity 50.0 30 > th dose independent rect. 2 21
584 74.00 temperature 30.0 90 < th dose dependent rect. 23 4
589 74.03 humidity 50.0 270 > th dose independent rect. 15 14
593 74.07 humidity 50.0 30 > th dose independent rect. 4 19
600 74.17 wind 1.0 270 > th dose independent rect. 23 1
631 74.29 precipitation 0.1 270 < th dose independent rect. 24 23
637 74.29 precipitation 0.1 270 < th dose dependent rect. 24 23
644 74.33 wind 9.0 30 < th dose dependent rect. 4 19
659 74.42 wind 9.0 270 < th dose dependent rect. 21 4
677 74.54 wind 1.0 30 > th dose independent rect. 23 3
695 74.66 wind 7.0 30 < th dose independent rect. 23 16
708 74.74 wind 9.0 30 < th dose dependent rect. 17 6
709 74.75 atmosphere 1015.0 270 < th dose dependent rect. 23 1
741 74.83 radiation 40.0 30 < th dose dependent rect. 15 8
779 74.88 radiation 20.0 30 < th dose dependent rect. 14 9
787 74.90 radiation 40.0 30 < th dose dependent rect. 12 11
836 75.09 radiation 20.0 720 < th dose dependent rect. 17 4
846 75.13 atmosphere 995.0 270 > th dose dependent rect. 23 1
848 75.14 wind 5.0 30 < th dose independent rect. 17 6
854 75.15 wind 1.0 30 > th dose independent rect. 23 18
868 75.19 atmosphere 1015.0 90 < th dose dependent rect. 23 4
872 75.20 wind 7.0 30 < th dose independent rect. 23 18
874 75.20 radiation 20.0 30 < th dose dependent rect. 11 12
882 75.23 temperature 30.0 90 < th dose independent rect. 17 14
885 75.24 temperature 30.0 30 < th dose independent rect. 17 6
892 75.27 atmosphere 995.0 30 > th dose independent rect. 23 18
893 75.27 radiation 20.0 30 < th dose dependent rect. 17 6
902 75.31 atmosphere 995.0 270 > th dose independent rect. 5 11
904 75.32 atmosphere 995.0 30 > th dose dependent rect. 23 3
917 75.37 temperature 25.0 10 > th dose independent rect. 18 13
935 75.43 humidity 50.0 720 > th dose independent rect. 17 4
936 75.44 temperature 10.0 1440 > th dose independent rect. 18 6
939 75.44 humidity 50.0 1440 > th dose independent rect. 18 6
941 75.44 radiation 20.0 1440 < th dose independent rect. 18 6
954 75.44 temperature 10.0 1440 > th dose independent rect. 24 18
973 75.52 temperature 15.0 720 > th dose independent rect. 17 4
975 75.52 wind 9.0 270 < th dose independent rect. 5 11
979 75.55 temperature 10.0 1440 > th dose independent rect. 16 8
982 75.55 atmosphere 1010.0 90 < th dose independent rect. 17 14
983 75.55 temperature 10.0 1440 > th dose independent rect. 24 16