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Os11g0170400

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 : 7.35 (0.0289) R2 : 0.435
β1 : -1.67 (0.106) R2dD : 0.322 R2D : 0.319
β2 : 0.718 (0.0753) R2dC : 0.113 R2C : 0.12
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.067 (0.0616) R2dN8 : 0.00196 R2N8 : -0.00665
σ : 0.543
deviance : 134.31
__
_____
C
peak time of C : 17.6
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
119.75 0.514 7.37 -1.7 1.13 -0.905 -0.223 0.251 -0.078 21.3 19.78 10 -- --
119.88 0.51 7.37 -1.7 1.14 -0.918 0.0174 -- -0.0761 21.4 20 9 -- --
119.79 0.51 7.37 -1.7 1.13 -0.9 -- 0.14 -0.0718 21.3 19.33 7 -- --
119.85 0.51 7.37 -1.7 1.13 -0.903 -- -- -0.0701 21.3 19.33 7 -- --
155.38 0.581 7.34 -1.7 -- -0.311 -- 0.00329 -0.0872 -- 31.28 10 -- --
134.2 0.543 7.35 -1.67 0.719 -- -0.207 -- -0.0661 17.6 -- -- -- --
134.31 0.543 7.35 -1.67 0.718 -- -- -- -0.067 17.6 -- -- -- --
138.94 0.549 7.35 -1.79 -- -0.673 -- -- 0.0833 -- 0.3199 654 -- --
195.54 0.651 7.32 -- 1.11 -0.858 -- -- 0.116 21.1 19.25 7 -- --
161.07 0.593 7.34 -1.7 -- -- -- -- -0.0842 -- -- -- -- --
208.16 0.675 7.31 -- 0.745 -- -- -- 0.119 17.5 -- -- -- --
211.36 0.677 7.28 -- -- -0.819 -- -- 0.119 -- 10 667 -- --
237.03 0.719 7.29 -- -- -- -- -- 0.104 -- -- -- -- --

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
1 103.65 temperature 25.0 90 < th dose independent rect. 3 4
2 104.23 temperature 25.0 270 < th dose independent rect. 1 4
4 105.22 wind 9.0 90 < th dose dependent rect. 6 21
10 107.23 temperature 10.0 90 > th dose dependent rect. 6 21
12 107.45 radiation 10.0 90 < th dose dependent rect. 3 12
13 107.55 temperature 30.0 90 < th dose dependent rect. 3 4
14 107.57 radiation 10.0 90 < th dose dependent rect. 3 14
15 107.58 wind 5.0 90 < th dose independent rect. 6 21
20 108.03 temperature 10.0 10 > th dose dependent rect. 7 20
30 108.57 temperature 30.0 270 < th dose dependent rect. 1 4
36 108.78 precipitation 0.1 90 < th dose independent rect. 3 3
37 108.78 precipitation 0.1 90 < th dose dependent rect. 3 3
47 109.27 radiation 20.0 90 < th dose dependent rect. 3 4
53 109.48 wind 9.0 90 < th dose independent rect. 3 3
54 109.48 temperature 10.0 90 > th dose independent rect. 3 3
57 109.48 humidity 50.0 90 > th dose independent rect. 3 3
60 109.48 atmosphere 995.0 90 > th dose independent rect. 3 3
61 109.48 atmosphere 1010.0 90 < th dose independent rect. 3 3
63 109.48 radiation 20.0 90 < th dose independent rect. 3 3
66 109.48 temperature 10.0 90 > th dose independent rect. 6 21
71 109.57 wind 9.0 90 < th dose dependent rect. 3 3
99 110.32 atmosphere 1015.0 90 < th dose independent rect. 6 21
109 110.52 humidity 50.0 90 > th dose dependent rect. 3 3
116 110.60 temperature 30.0 10 < th dose dependent rect. 4 3
123 110.69 wind 7.0 10 < th dose independent rect. 7 20
131 110.87 precipitation 0.1 270 < th dose independent rect. 1 4
133 110.87 precipitation 0.1 270 < th dose dependent rect. 1 4
158 111.04 precipitation 0.1 90 < th dose independent rect. 6 21
159 111.04 precipitation 0.1 90 < th dose dependent rect. 6 21
165 111.11 radiation 10.0 270 < th dose dependent rect. 1 5
166 111.13 radiation 10.0 270 < th dose dependent rect. 1 13
169 111.14 radiation 10.0 90 < th dose independent rect. 3 11
178 111.26 radiation 1.0 270 < th dose independent rect. 1 5
182 111.31 precipitation 0.1 10 < th dose independent rect. 3 4
183 111.31 precipitation 0.1 10 < th dose dependent rect. 3 4
188 111.36 atmosphere 1010.0 270 < th dose independent rect. 1 5
192 111.43 temperature 10.0 270 > th dose independent rect. 1 4
195 111.43 humidity 50.0 270 > th dose independent rect. 1 4
198 111.43 atmosphere 995.0 270 > th dose independent rect. 1 4
201 111.43 radiation 20.0 270 < th dose independent rect. 1 4
219 111.44 wind 9.0 270 < th dose independent rect. 1 4
274 111.71 radiation 10.0 90 < th dose independent rect. 3 8
293 111.80 atmosphere 1015.0 90 < th dose dependent rect. 3 3
302 111.91 radiation 10.0 90 < th dose dependent sin 2 NA
304 111.96 radiation 10.0 90 < th dose independent rect. 3 14
310 112.07 radiation 1.0 270 < th dose independent rect. 1 13
326 112.24 precipitation 0.1 270 < th dose independent rect. 3 1
327 112.24 precipitation 0.1 270 < th dose dependent rect. 3 1
333 112.30 radiation 30.0 10 < th dose dependent rect. 3 6
347 112.35 wind 1.0 270 > th dose independent rect. 2 2
358 112.44 radiation 10.0 90 < th dose dependent rect. 3 18
359 112.45 precipitation 0.1 10 < th dose independent rect. 7 20
362 112.45 precipitation 0.1 10 < th dose dependent rect. 7 20
378 112.61 wind 9.0 10 < th dose independent rect. 3 4
379 112.61 temperature 10.0 10 > th dose independent rect. 3 4
382 112.61 humidity 50.0 10 > th dose independent rect. 3 4
385 112.61 atmosphere 995.0 10 > th dose independent rect. 3 4
386 112.61 atmosphere 1015.0 10 < th dose independent rect. 3 4
387 112.61 radiation 20.0 10 < th dose independent rect. 3 4
390 112.61 temperature 10.0 10 > th dose independent rect. 7 20
397 112.67 precipitation 0.1 270 < th dose independent rect. 6 19
401 112.67 precipitation 0.1 270 < th dose dependent rect. 6 19
430 112.82 humidity 90.0 90 > th dose independent rect. 3 4
431 112.82 wind 3.0 1440 < th dose independent rect. 7 6
440 112.85 atmosphere 995.0 90 > th dose dependent rect. 3 3
444 112.89 wind 3.0 1440 > th dose independent rect. 7 6
447 112.92 atmosphere 1015.0 10 < th dose independent rect. 7 20
451 112.95 atmosphere 995.0 90 > th dose independent rect. 6 21
453 112.98 humidity 50.0 270 > th dose dependent rect. 1 4
485 113.04 wind 3.0 1440 < th dose dependent rect. 8 5
486 113.05 temperature 15.0 90 > th dose dependent rect. 21 6
490 113.09 wind 3.0 1440 < th dose independent rect. 8 3
496 113.10 humidity 50.0 10 > th dose dependent rect. 3 4
529 113.28 temperature 10.0 90 > th dose dependent rect. 3 3
543 113.35 wind 1.0 270 > th dose independent rect. 1 4
574 113.40 wind 3.0 1440 > th dose independent rect. 8 3
579 113.43 humidity 90.0 90 > th dose dependent rect. 4 1
602 113.52 wind 1.0 270 > th dose independent rect. 10 10
603 113.52 temperature 25.0 90 < th dose independent rect. 3 16
615 113.60 temperature 10.0 270 > th dose dependent rect. 20 14
624 113.65 wind 9.0 270 < th dose dependent rect. 17 8
651 113.72 precipitation 0.1 4320 < th dose independent rect. 5 2
652 113.72 precipitation 0.1 4320 < th dose dependent rect. 5 2
659 113.75 wind 3.0 720 > th dose independent rect. 11 2
670 113.80 wind 3.0 1440 < th dose dependent rect. 12 1
680 113.83 wind 9.0 90 < th dose dependent rect. 17 10
718 114.00 humidity 90.0 90 > th dose independent rect. 4 1
746 114.07 temperature 15.0 270 > th dose dependent rect. 21 3
789 114.21 atmosphere 1015.0 10 < th dose dependent rect. 4 3
795 114.22 atmosphere 995.0 270 > th dose independent rect. 15 14
796 114.23 wind 9.0 43200 < th dose dependent rect. 1 1
797 114.23 wind 1.0 1440 < th dose dependent rect. 8 11
803 114.24 radiation 20.0 10 < th dose dependent rect. 3 20
809 114.26 radiation 1.0 90 > th dose independent rect. 6 9
810 114.26 wind 5.0 1440 < th dose dependent rect. 8 1
816 114.27 radiation 20.0 10 < th dose dependent rect. 3 18
833 114.29 radiation 10.0 10 < th dose independent rect. 3 12
836 114.29 wind 3.0 1440 < th dose dependent rect. 8 3
859 114.35 radiation 10.0 10 < th dose independent rect. 3 14
869 114.37 wind 9.0 90 < th dose dependent rect. 21 6
891 114.43 wind 1.0 43200 > th dose dependent rect. 1 2
967 114.57 wind 9.0 1440 < th dose dependent rect. 8 1