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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.

Os01g0578600

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 : 5.23 (0.0323) R2 : 0.198
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.874 (0.0844) R2dE : 0.217 R2E : 0.106
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.427 (0.0717) R2dN8 : 0.0925 R2N8 : -0.019
σ : 0.596
deviance : 164.03
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 22.37
memory length : 850
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
150.51 0.576 5.23 0.295 0.49 -0.919 0.206 -0.153 0.449 15.3 21.91 677 -- --
150.59 0.572 5.22 0.343 0.487 -0.918 0.199 -- 0.461 15.2 21.98 682 -- --
150.64 0.572 5.23 0.301 0.489 -0.921 -- -0.15 0.451 15.3 21.93 682 -- --
150.71 0.572 5.22 0.347 0.489 -0.919 -- -- 0.462 15.3 21.96 682 -- --
161.53 0.592 5.21 0.305 -- -0.927 -- -0.0648 0.481 -- 22.3 843 -- --
186.48 0.64 5.28 0.0317 0.513 -- 0.213 -- 0.169 13.9 -- -- -- --
186.65 0.64 5.28 0.0383 0.514 -- -- -- 0.171 13.9 -- -- -- --
161.57 0.592 5.22 0.314 -- -0.926 -- -- 0.478 -- 22.4 850 -- --
153.24 0.577 5.23 -- 0.469 -0.813 -- -- 0.419 15.1 22.3 700 -- --
202.59 0.665 5.29 0.0171 -- -- -- -- 0.159 -- -- -- -- --
186.69 0.639 5.28 -- 0.513 -- -- -- 0.166 13.9 -- -- -- --
164.03 0.596 5.23 -- -- -0.874 -- -- 0.427 -- 22.37 850 -- --
202.6 0.664 5.29 -- -- -- -- -- 0.157 -- -- -- -- --

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
1 151.09 temperature 25 270 < th dose dependent rect. 22 22
8 152.35 temperature 25 720 < th dose dependent rect. 16 19
26 152.60 temperature 15 720 > th dose dependent rect. 19 14
50 152.94 temperature 25 720 < th dose dependent sin 12 NA
53 152.98 temperature 25 720 < th dose dependent rect. 5 23
55 153.02 temperature 25 720 < th dose dependent rect. 9 22
77 153.31 temperature 25 720 < th dose dependent no NA NA
104 153.57 temperature 15 720 > th dose dependent sin 10 NA
105 153.57 temperature 25 720 < th dose dependent rect. 3 23
191 154.71 temperature 25 1440 < th dose dependent rect. 3 1
244 155.10 temperature 10 720 > th dose dependent rect. 19 19
245 155.11 temperature 25 1440 < th dose dependent rect. 21 9
270 155.17 temperature 10 1440 > th dose dependent rect. 3 3
368 155.47 temperature 15 1440 > th dose dependent rect. 24 7
546 155.95 temperature 25 1440 < th dose dependent rect. 22 1
605 156.11 temperature 25 270 < th dose dependent sin 7 NA
730 156.42 temperature 15 1440 > th dose dependent rect. 22 1
770 156.49 temperature 10 1440 > th dose dependent rect. 24 1
817 156.60 temperature 25 270 < th dose dependent rect. 22 13