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Os05g0499500

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 : 10.2 (0.0255) R2 : 0.572
β1 : -2.43 (0.1) R2dD : 0.681 R2D : 0.342
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.43 (0.104) R2dE : 0.229 R2E : -0.1
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.36 (0.0577) R2dN8 : 0.057 R2N8 : -0.0788
σ : 0.469
deviance : 101.41
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C
peak time of C : --
E
wheather : temperature
threshold : 11.9
memory length : 2526
response mode : > th
dose dependency : dose dependent
G
type of G : no
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 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
87.86 0.44 10.2 -2.83 0.688 1.79 -0.0245 -2.94 -0.479 5.22 14.16 639 -- --
93.93 0.451 10.2 -2.32 0.628 1.73 0.376 -- -0.34 5.48 13.8 710 -- --
87.84 0.437 10.2 -2.81 0.709 1.8 -- -2.93 -0.478 5.15 14.2 615 -- --
94.29 0.452 10.2 -2.32 0.627 1.72 -- -- -0.34 5.4 13.96 712 -- --
93.53 0.45 10.2 -2.85 -- 1.66 -- -2.35 -0.486 -- 11.68 1144 -- --
131.17 0.537 10.1 -1.89 0.452 -- -0.0953 -- -0.0776 2.7 -- -- -- --
131.2 0.536 10.1 -1.89 0.452 -- -- -- -0.0771 2.73 -- -- -- --
101.41 0.469 10.2 -2.43 -- 1.43 -- -- -0.36 -- 11.9 2526 -- --
218.92 0.689 10.1 -- 0.561 0.57 -- -- 0.0415 3.92 19.6 466 -- --
143.09 0.559 10.1 -1.87 -- -- -- -- -0.0656 -- -- -- -- --
225.03 0.702 10.1 -- 0.415 -- -- -- 0.133 2.68 -- -- -- --
224.93 0.699 10 -- -- 0.493 -- -- 0.246 -- 30.3 2606 -- --
235.09 0.716 10.1 -- -- -- -- -- 0.142 -- -- -- -- --

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 85.03 wind 9 43200 > th dose dependent rect. 18 11
2 85.04 wind 9 43200 > th dose dependent rect. 18 13
3 85.07 wind 9 43200 > th dose dependent rect. 18 6
5 85.16 wind 9 43200 > th dose dependent rect. 18 9
10 86.48 wind 9 43200 > th dose independent rect. 18 6
11 86.56 temperature 15 720 > th dose dependent rect. 17 22
12 86.68 wind 9 43200 > th dose independent rect. 18 9
25 87.10 wind 9 43200 > th dose independent rect. 18 13
29 87.32 temperature 10 720 > th dose dependent rect. 12 23
31 87.34 temperature 10 720 > th dose dependent rect. 1 23
35 87.39 wind 9 43200 < th dose independent rect. 18 6
39 87.41 wind 9 43200 > th dose dependent rect. 20 5
55 87.75 temperature 15 720 > th dose dependent rect. 14 23
59 87.81 wind 9 43200 < th dose independent rect. 18 9
63 87.83 temperature 10 720 > th dose dependent rect. 23 23
66 87.92 temperature 30 720 < th dose dependent rect. 15 20
72 88.05 temperature 10 720 > th dose dependent rect. 10 23
76 88.14 temperature 10 720 > th dose dependent no NA NA
90 88.42 wind 9 43200 < th dose independent rect. 18 13
95 88.49 atmosphere 995 43200 < th dose independent rect. 13 2
102 88.58 atmosphere 995 43200 < th dose dependent rect. 14 2
126 88.79 atmosphere 995 43200 > th dose independent rect. 12 1
132 88.86 temperature 10 1440 > th dose dependent rect. 16 17
146 88.93 atmosphere 995 43200 < th dose independent rect. 8 8
167 89.01 temperature 30 1440 < th dose dependent rect. 17 16
171 89.03 wind 9 43200 < th dose independent rect. 18 3
191 89.09 temperature 30 1440 < th dose dependent rect. 18 1
209 89.15 atmosphere 995 43200 > th dose independent rect. 8 8
210 89.15 wind 9 43200 > th dose dependent rect. 19 2
213 89.17 atmosphere 995 43200 > th dose independent rect. 9 6
220 89.19 temperature 30 1440 < th dose dependent rect. 17 4
223 89.20 atmosphere 995 43200 > th dose independent rect. 11 4
236 89.23 temperature 30 1440 < th dose dependent rect. 17 7
241 89.25 temperature 10 1440 > th dose dependent rect. 17 7
262 89.30 temperature 15 720 > th dose dependent rect. 6 23
280 89.34 temperature 10 1440 > th dose dependent sin 13 NA
333 89.44 temperature 10 1440 > th dose dependent rect. 18 1
401 89.58 wind 7 43200 > th dose independent rect. 20 1
464 89.71 temperature 30 1440 < th dose dependent sin 12 NA
476 89.72 temperature 30 720 < th dose dependent rect. 22 23
502 89.76 temperature 30 720 < th dose dependent no NA NA
528 89.79 temperature 30 720 < th dose dependent rect. 24 23
529 89.80 wind 9 43200 > th dose independent rect. 18 3
569 89.86 radiation 1 14400 > th dose independent rect. 18 11
613 89.92 temperature 10 1440 > th dose dependent rect. 3 6
620 89.93 temperature 10 1440 > th dose dependent rect. 20 1
665 89.98 temperature 30 1440 < th dose dependent rect. 3 6
685 90.00 humidity 90 14400 > th dose dependent rect. 21 4
712 90.03 wind 9 43200 > th dose dependent sin 13 NA
725 90.05 temperature 30 720 < th dose dependent rect. 7 23
794 90.16 radiation 1 14400 < th dose independent rect. 18 12
820 90.19 temperature 30 720 < th dose dependent rect. 4 23
929 90.35 temperature 10 1440 > th dose dependent rect. 1 12