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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.

Os01g0725400

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

Description : Protein of unknown function DUF588 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.69 (0.0434) R2 : 0.74
β1 : 5.11 (0.161) R2dD : 0.658 R2D : 0.358
β2 : 0.816 (0.105) R2dC : 0.0344 R2C : 0.00929
β3 : 2.82 (0.122) R2dE : 0.421 R2E : 0.0257
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1 (0.103) R2dN8 : 0.0963 R2N8 : -0.167
σ : 0.782
deviance : 281.87
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_____
C
peak time of C : 3.5
E
wheather : temperature
threshold : 23.18
memory length : 2047
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
276.75 0.782 5.74 4.64 0.825 2.79 0.807 1.29 0.877 3.38 23.2 2073 -- --
279.97 0.779 5.69 5.12 0.817 2.81 0.743 -- 1 3.43 23.19 2056 -- --
278.73 0.778 5.74 4.63 0.818 2.78 -- 1.27 0.868 3.52 23.18 2044 -- --
281.87 0.782 5.69 5.11 0.816 2.82 -- -- 1 3.5 23.18 2047 -- --
312.78 0.824 5.75 4.64 -- 2.74 -- 1.29 0.858 -- 23.17 1898 -- --
604.87 1.15 5.96 3.95 0.764 -- 0.74 -- -0.198 4.52 -- -- -- --
606.33 1.15 5.96 3.94 0.77 -- -- -- -0.202 4.59 -- -- -- --
315.63 0.827 5.7 5.12 -- 2.77 -- -- 0.993 -- 23.17 1893 -- --
891.99 1.39 5.94 -- 0.861 1.65 -- -- -0.0853 4.27 22.8 1839 -- --
637.94 1.18 5.97 3.97 -- -- -- -- -0.182 -- -- -- -- --
1016.18 1.49 6.06 -- 0.844 -- -- -- -0.641 4.47 -- -- -- --
931.64 1.42 5.94 -- -- 1.63 -- -- -0.0577 -- 22.8 1836 -- --
1054.32 1.52 6.06 -- -- -- -- -- -0.622 -- -- -- -- --

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
1 283.63 temperature 30 1440 < th dose dependent rect. 16 18
5 284.23 temperature 30 1440 < th dose dependent rect. 16 11
15 284.87 temperature 15 1440 > th dose dependent rect. 17 17
39 285.68 temperature 20 1440 > th dose dependent sin 12 NA
43 285.81 temperature 20 1440 > th dose dependent rect. 17 11
49 285.92 temperature 30 1440 < th dose dependent sin 13 NA
370 290.52 temperature 30 1440 < th dose dependent no NA NA
404 290.94 temperature 30 1440 < th dose dependent rect. 20 23
427 291.27 temperature 30 1440 < th dose dependent rect. 23 23
451 291.46 temperature 30 1440 < th dose dependent rect. 1 23
614 293.07 temperature 20 1440 > th dose dependent rect. 20 1
645 293.35 temperature 30 270 < th dose dependent rect. 20 23
657 293.49 temperature 15 1440 > th dose dependent no NA NA
679 293.66 temperature 15 1440 > th dose dependent rect. 20 23
760 294.38 temperature 15 1440 > th dose dependent rect. 23 23
808 294.80 temperature 30 1440 < th dose dependent rect. 20 1
878 295.46 temperature 30 270 < th dose dependent no NA NA