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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.

Os03g0207700

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 : 3.75 (0.0321) R2 : 0.225
β1 : 0.97 (0.119) R2dD : 0.13 R2D : 0.0362
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.875 (0.0904) R2dE : 0.224 R2E : 0.0881
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.227 (0.0765) R2dN8 : 0.027 R2N8 : -0.0607
σ : 0.577
deviance : 153.51
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 23.7
memory length : 2237
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 = 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
148.81 0.573 3.75 0.963 0.388 0.832 -0.131 -0.0852 0.177 9.8 24.12 1500 -- --
148.81 0.568 3.75 0.935 0.39 0.825 -0.131 -- 0.166 9.82 24.1 1502 -- --
148.87 0.568 3.75 0.961 0.388 0.834 -- -0.0914 0.178 9.78 24.13 1502 -- --
148.88 0.568 3.75 0.933 0.389 0.826 -- -- 0.168 9.78 24.1 1502 -- --
153.63 0.577 3.76 0.865 -- 0.82 -- 0.143 0.175 -- 23.6 2243 -- --
175.6 0.621 3.82 0.605 0.393 -- -0.147 -- -0.149 10.2 -- -- -- --
175.68 0.621 3.82 0.599 0.394 -- -- -- -0.149 10.2 -- -- -- --
153.51 0.577 3.75 0.97 -- 0.875 -- -- 0.227 -- 23.7 2237 -- --
168.14 0.604 3.8 -- 0.396 0.642 -- -- -0.0108 9.64 22.9 1432 -- --
185.08 0.636 3.83 0.594 -- -- -- -- -0.15 -- -- -- -- --
185.15 0.637 3.84 -- 0.391 -- -- -- -0.216 10.1 -- -- -- --
175.7 0.617 3.79 -- -- 0.639 -- -- 0.0304 -- 23.55 2212 -- --
194.38 0.651 3.85 -- -- -- -- -- -0.216 -- -- -- -- --

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
1 142.80 temperature 10 30 > th dose dependent rect. 3 23
4 145.20 temperature 15 90 > th dose dependent rect. 3 21
11 147.15 temperature 10 720 > th dose dependent rect. 17 22
16 147.80 temperature 20 1440 > th dose dependent rect. 3 5
18 147.89 temperature 10 270 > th dose dependent rect. 1 22
25 148.21 temperature 20 1440 > th dose dependent rect. 17 16
42 148.41 temperature 20 1440 > th dose dependent rect. 18 3
52 148.49 temperature 20 1440 > th dose dependent rect. 17 5
62 148.58 temperature 30 720 < th dose dependent rect. 16 20
89 148.80 temperature 20 1440 > th dose dependent sin 10 NA
137 149.05 temperature 10 1440 > th dose dependent rect. 4 5
138 149.05 temperature 10 1440 > th dose dependent rect. 3 7
145 149.06 temperature 30 1440 < th dose dependent rect. 3 7
157 149.08 temperature 10 720 > th dose dependent rect. 17 17
177 149.14 temperature 30 1440 < th dose dependent rect. 4 5
190 149.17 temperature 30 1440 < th dose dependent rect. 17 5
201 149.21 temperature 10 1440 > th dose dependent rect. 17 5
281 149.39 temperature 10 1440 > th dose dependent rect. 18 1
287 149.40 temperature 30 1440 < th dose dependent rect. 18 1
295 149.42 temperature 10 1440 > th dose dependent rect. 6 2
341 149.49 temperature 10 720 > th dose dependent rect. 12 23
500 149.75 temperature 20 1440 > th dose dependent rect. 24 23
501 149.76 temperature 20 1440 > th dose dependent no NA NA
544 149.82 wind 3 43200 > th dose dependent rect. 20 1
617 149.88 temperature 20 1440 > th dose dependent rect. 6 23
677 149.94 temperature 30 1440 < th dose dependent rect. 2 21
687 149.95 wind 9 43200 > th dose dependent rect. 18 12
782 150.02 temperature 25 1440 < th dose independent rect. 3 20
812 150.04 temperature 30 1440 < th dose dependent sin 7 NA
881 150.09 temperature 30 1440 < th dose dependent no NA NA
951 150.13 temperature 30 1440 < th dose dependent rect. 6 23