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Os05g0521400

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 : 9.6 (0.0196) R2 : 0.312
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.706 (0.0509) R2dC : 0.292 R2C : 0.29
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.139 (0.0413) R2dN8 : 0.022 R2N8 : 0.0202
σ : 0.37
deviance : 62.45
__
_____
C
peak time of C : 4.79
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 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
43.71 0.311 9.68 -0.256 0.691 -0.73 -0.709 1.49 -0.0762 5 24.8 4623 -- --
43.57 0.307 9.65 -0.0909 0.684 -0.729 -0.59 -- -0.0909 4.93 21.59 7078 -- --
44.98 0.312 9.68 -0.264 0.683 -0.735 -- 1.53 -0.0755 4.94 24.76 4586 -- --
44.75 0.312 9.65 -0.107 0.678 -0.748 -- -- -0.0888 4.92 21.44 7038 -- --
67.81 0.384 9.7 -0.325 -- -0.809 -- 1.81 -0.11 -- 24.59 4214 -- --
56.49 0.352 9.59 0.42 0.704 -- -0.703 -- 0.182 4.89 -- -- -- --
57.75 0.356 9.59 0.422 0.699 -- -- -- 0.186 4.81 -- -- -- --
69.14 0.387 9.66 -0.105 -- -0.776 -- -- -0.0949 -- 21.5 6970 -- --
44.93 0.312 9.64 -- 0.681 -0.707 -- -- -0.0644 4.94 21.6 6849 -- --
83.56 0.427 9.59 0.448 -- -- -- -- 0.204 -- -- -- -- --
62.45 0.37 9.6 -- 0.706 -- -- -- 0.139 4.79 -- -- -- --
69.3 0.388 9.65 -- -- -0.734 -- -- -0.0602 -- 21.6 6963 -- --
88.86 0.44 9.61 -- -- -- -- -- 0.154 -- -- -- -- --

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 41.46 humidity 90.0 43200 > th dose dependent rect. 6 1
3 41.85 humidity 90.0 43200 > th dose independent rect. 6 2
5 41.94 humidity 90.0 14400 > th dose dependent rect. 22 2
9 42.08 humidity 90.0 43200 < th dose independent rect. 7 1
11 42.15 temperature 30.0 720 < th dose dependent rect. 20 13
13 42.22 temperature 15.0 720 > th dose dependent rect. 24 5
16 42.28 humidity 90.0 43200 > th dose independent rect. 4 9
25 42.35 radiation 1.0 43200 > th dose independent rect. 11 1
26 42.35 radiation 1.0 43200 < th dose independent rect. 11 1
27 42.35 radiation 1.0 43200 < th dose dependent rect. 11 1
28 42.36 humidity 90.0 43200 > th dose dependent rect. 5 8
29 42.36 temperature 10.0 720 > th dose dependent rect. 17 18
68 42.53 temperature 10.0 720 > th dose dependent sin 9 NA
77 42.56 humidity 90.0 43200 < th dose independent rect. 6 5
95 42.61 temperature 10.0 720 > th dose dependent rect. 21 15
131 42.73 humidity 90.0 43200 > th dose independent sin 1 NA
135 42.73 humidity 80.0 14400 > th dose dependent rect. 20 9
138 42.75 precipitation 0.1 43200 < th dose independent rect. 6 1
140 42.75 precipitation 0.1 43200 < th dose dependent rect. 6 1
153 42.78 humidity 80.0 14400 > th dose dependent rect. 18 11
156 42.79 precipitation 0.1 43200 > th dose independent rect. 6 1
157 42.79 humidity 90.0 43200 > th dose dependent sin 0 NA
158 42.79 precipitation 0.1 43200 > th dose dependent rect. 6 1
159 42.79 humidity 80.0 14400 > th dose dependent rect. 17 13
184 42.85 humidity 80.0 43200 > th dose dependent rect. 11 1
197 42.87 precipitation 0.1 43200 < th dose independent rect. 1 7
200 42.87 precipitation 0.1 43200 < th dose dependent rect. 1 7
202 42.88 humidity 80.0 43200 > th dose dependent rect. 17 5
210 42.89 precipitation 0.1 43200 > th dose independent rect. 1 7
230 42.91 humidity 90.0 14400 > th dose dependent rect. 10 21
236 42.93 temperature 20.0 720 > th dose independent rect. 24 4
245 42.95 precipitation 0.1 43200 > th dose independent rect. 5 4
246 42.95 precipitation 0.1 43200 < th dose independent rect. 5 4
249 42.95 precipitation 0.1 43200 > th dose dependent rect. 5 4
250 42.95 precipitation 0.1 43200 < th dose dependent rect. 5 4
271 42.98 humidity 90.0 43200 < th dose independent rect. 6 14
273 42.98 precipitation 0.1 43200 > th dose dependent rect. 1 7
279 42.98 humidity 90.0 14400 > th dose dependent rect. 21 19
283 42.99 humidity 90.0 43200 < th dose independent rect. 4 16
310 43.01 humidity 90.0 43200 < th dose independent rect. 6 17
314 43.01 humidity 90.0 14400 > th dose dependent rect. 21 22
343 43.04 humidity 80.0 43200 < th dose independent rect. 9 4
426 43.10 humidity 90.0 14400 > th dose dependent rect. 14 13
438 43.11 temperature 30.0 720 < th dose dependent sin 9 NA
446 43.12 humidity 90.0 43200 < th dose independent sin 0 NA
455 43.12 humidity 90.0 14400 > th dose dependent sin 14 NA
491 43.15 humidity 80.0 14400 > th dose dependent sin 12 NA
546 43.18 temperature 10.0 720 > th dose dependent rect. 24 10
552 43.18 humidity 90.0 14400 > th dose dependent rect. 18 22
575 43.20 wind 7.0 43200 > th dose independent rect. 5 2
592 43.21 wind 9.0 43200 < th dose independent rect. 10 2
595 43.21 humidity 80.0 43200 > th dose independent rect. 9 12
606 43.22 temperature 25.0 14400 < th dose independent rect. 16 1
631 43.24 temperature 25.0 14400 < th dose independent rect. 13 4
632 43.24 temperature 25.0 14400 < th dose independent rect. 13 6
650 43.25 humidity 90.0 14400 < th dose independent rect. 21 4
670 43.25 humidity 90.0 14400 > th dose dependent rect. 4 23
697 43.27 wind 9.0 43200 > th dose independent rect. 10 3
703 43.27 humidity 90.0 14400 > th dose dependent no NA NA
804 43.32 temperature 25.0 14400 < th dose independent rect. 13 1
826 43.33 temperature 20.0 14400 < th dose independent rect. 22 1
827 43.33 humidity 90.0 14400 < th dose independent rect. 22 1
839 43.34 temperature 25.0 14400 > th dose independent rect. 15 2
856 43.35 temperature 25.0 14400 > th dose independent rect. 13 4
878 43.36 temperature 20.0 14400 > th dose independent rect. 22 1
900 43.37 wind 7.0 43200 < th dose independent rect. 5 2
941 43.38 wind 7.0 43200 > th dose dependent rect. 10 2
956 43.39 temperature 25.0 14400 > th dose independent rect. 13 1
991 43.40 radiation 1.0 14400 < th dose dependent rect. 6 1