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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os03g0153900

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Aromatic-ring hydroxylase family protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 3.64 (0.0369) R2 : 0.353
β1 : 1.31 (0.135) R2dD : 0.148 R2D : 0.0677
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.99 (0.154) R2dE : 0.248 R2E : 0.134
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.616 (0.081) R2dN8 : 0.114 R2N8 : -0.0319
σ : 0.685
deviance : 216.47
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_____
C
peak time of C : --
E
wheather : radiation
threshold : 1.951
memory length : 3663
response mode : > th
dose dependency : dose independent
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 = 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
204.93 0.673 3.71 0.683 0.9 -1.55 0.561 -3.61 0.439 5.6 1.048 4305 -- --
217.04 0.686 3.69 1.06 0.83 -1.61 0.63 -- 0.573 5.58 1.66 2867 -- --
205.62 0.668 3.71 0.69 0.903 -1.56 -- -3.62 0.437 5.6 1.044 4298 -- --
214.62 0.682 3.69 1.3 0.885 -1.57 -- -- 0.537 5.46 1.65 2837 -- --
221.25 0.693 3.67 0.703 -- -1.68 -- -3.39 0.461 -- 4.128 3547 -- --
253.85 0.747 3.69 1.17 0.866 -- 0.418 -- 0.316 5.94 -- -- -- --
254.27 0.747 3.69 1.18 0.868 -- -- -- 0.314 5.99 -- -- -- --
216.47 0.685 3.64 1.31 -- -1.99 -- -- 0.616 -- 1.951 3663 -- --
262.15 0.754 3.69 -- 0.941 -1.43 -- -- 0.461 5.18 1.76 2817 -- --
293.36 0.8 3.71 1.2 -- -- -- -- 0.334 -- -- -- -- --
290.82 0.798 3.72 -- 0.886 -- -- -- 0.183 5.93 -- -- -- --
262.07 0.754 3.66 -- -- -1.87 -- -- 0.463 -- 2.147 3649 -- --
331.54 0.85 3.74 -- -- -- -- -- 0.2 -- -- -- -- --

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
1 199.01 humidity 90 43200 > th dose independent rect. 18 1
3 199.59 humidity 90 43200 < th dose independent rect. 16 3
7 199.97 temperature 25 43200 < th dose dependent rect. 18 1
9 200.03 atmosphere 1005 43200 > th dose dependent rect. 4 1
11 200.05 atmosphere 1005 43200 > th dose dependent rect. 19 1
13 200.10 temperature 25 43200 < th dose independent rect. 17 1
14 200.10 atmosphere 1005 43200 > th dose independent rect. 15 3
19 200.17 temperature 25 43200 > th dose independent rect. 17 1
22 200.19 atmosphere 1005 43200 < th dose independent rect. 17 1
26 200.21 humidity 70 720 > th dose dependent rect. 20 1
54 200.39 humidity 90 43200 > th dose dependent rect. 18 1
61 200.44 humidity 90 43200 > th dose dependent rect. 17 4
85 200.55 humidity 90 43200 > th dose dependent rect. 14 10
86 200.55 atmosphere 1005 43200 > th dose dependent rect. 16 14
93 200.57 atmosphere 1005 43200 > th dose dependent rect. 18 11
99 200.58 humidity 90 43200 > th dose dependent rect. 11 13
144 200.65 atmosphere 1010 43200 < th dose independent rect. 7 2
145 200.65 humidity 90 43200 < th dose independent rect. 10 10
167 200.68 atmosphere 1005 43200 > th dose dependent sin 13 NA
211 200.72 atmosphere 1005 43200 > th dose dependent rect. 1 20
329 200.80 atmosphere 1005 43200 > th dose dependent rect. 16 23
334 200.81 atmosphere 1005 43200 > th dose dependent no NA NA
379 200.83 atmosphere 1005 43200 > th dose dependent rect. 1 14
392 200.84 atmosphere 1005 43200 > th dose dependent rect. 14 1
429 200.86 humidity 90 43200 > th dose independent rect. 11 13
462 200.88 humidity 90 43200 > th dose independent rect. 12 11
512 200.91 humidity 90 43200 < th dose independent rect. 10 13
526 200.92 temperature 25 43200 < th dose dependent sin 18 NA
544 200.93 atmosphere 1010 43200 > th dose independent rect. 8 1
708 201.08 temperature 10 43200 > th dose dependent rect. 17 1
770 201.16 humidity 90 43200 > th dose dependent rect. 20 1
777 201.17 humidity 90 43200 > th dose dependent sin 19 NA