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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.

Os11g0606600

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 : 3.8 (0.0461) R2 : 0.587
β1 : 1.06 (0.172) R2dD : 0.0337 R2D : -0.126
β2 : -- (--) R2dC : -- R2C : --
β3 : -0.655 (0.154) R2dE : 0.0441 R2E : 0.0181
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 2.01 (0.109) R2dN8 : 0.585 R2N8 : 0.497
σ : 0.818
deviance : 305.5
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_____
C
peak time of C : --
E
wheather : temperature
threshold : 24.7
memory length : 1650
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
290.78 0.801 3.71 1.7 0.547 -0.772 0.0121 -2.05 2.22 12.9 22.92 1765 -- --
299.79 0.806 3.76 1.16 0.518 -0.904 0.0877 -- 2.11 11.7 24.6 1671 -- --
290.78 0.794 3.71 1.7 0.547 -0.772 -- -2.06 2.22 12.9 22.92 1766 -- --
296.48 0.802 3.8 0.893 0.529 -1 -- -- 1.99 12.8 24.6 1622 -- --
309.4 0.819 3.72 1.69 -- -0.756 -- -2.07 2.22 -- 22.96 1753 -- --
327.62 0.849 3.72 1.26 0.533 -- 0.0385 -- 2.34 12.9 -- -- -- --
327.63 0.848 3.72 1.26 0.533 -- -- -- 2.34 12.9 -- -- -- --
305.5 0.818 3.8 1.06 -- -0.655 -- -- 2.01 -- 24.7 1650 -- --
316.89 0.829 3.83 -- 0.461 -1.13 -- -- 1.9 12.2 24.4 1668 -- --
345.35 0.868 3.73 1.24 -- -- -- -- 2.33 -- -- -- -- --
369.48 0.899 3.75 -- 0.513 -- -- -- 2.2 12.8 -- -- -- --
332.91 0.85 3.85 -- -- -1.25 -- -- 1.8 -- 24.57 1652 -- --
385.93 0.917 3.76 -- -- -- -- -- 2.19 -- -- -- -- --

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
1 290.92 temperature 25 1440 < th dose dependent rect. 16 7
3 290.96 temperature 25 1440 < th dose independent rect. 16 3
4 291.08 temperature 25 1440 < th dose dependent rect. 18 1
5 291.13 temperature 25 1440 < th dose independent rect. 16 5
6 291.14 temperature 25 1440 > th dose independent rect. 16 3
34 292.00 temperature 25 1440 < th dose dependent sin 17 NA
54 292.35 temperature 25 1440 < th dose dependent rect. 11 15
97 292.91 temperature 25 4320 < th dose dependent rect. 21 1
213 293.69 temperature 25 1440 < th dose dependent rect. 15 21
220 293.75 temperature 25 1440 < th dose dependent rect. 4 22
268 293.91 temperature 25 1440 < th dose dependent no NA NA
274 293.93 temperature 25 1440 < th dose dependent rect. 24 23
298 294.07 temperature 25 1440 < th dose dependent rect. 20 23
364 294.46 temperature 20 1440 > th dose dependent rect. 23 6
369 294.48 temperature 20 1440 > th dose dependent rect. 4 1
373 294.49 temperature 20 1440 > th dose dependent rect. 17 13
387 294.53 temperature 20 1440 > th dose dependent rect. 24 1
425 294.66 temperature 20 4320 > th dose independent rect. 18 6
436 294.70 temperature 10 10 > th dose dependent rect. 3 23
449 294.75 temperature 20 4320 > th dose independent rect. 20 4
497 294.90 temperature 20 4320 > th dose independent rect. 13 11
501 294.92 temperature 20 1440 > th dose dependent sin 12 NA
572 295.10 temperature 10 1440 > th dose dependent sin 13 NA
601 295.17 temperature 25 1440 < th dose independent sin 17 NA
677 295.31 temperature 25 1440 < th dose independent rect. 20 1
679 295.31 temperature 10 1440 > th dose dependent rect. 20 9
684 295.33 temperature 10 1440 > th dose dependent rect. 21 5
741 295.44 temperature 25 1440 < th dose independent rect. 12 17
775 295.51 temperature 25 1440 < th dose independent rect. 12 21
784 295.53 temperature 10 1440 > th dose dependent rect. 23 2
880 295.71 temperature 25 1440 < th dose independent rect. 2 19