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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.

Os03g0599500

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 : 4.25 (0.0418) R2 : 0.325
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.955 (0.099) R2dC : 0.141 R2C : 0.101
β3 : 1.84 (0.157) R2dE : 0.236 R2E : 0.183
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0893 (0.0927) R2dN8 : 0.00171 R2N8 : -0.0127
σ : 0.773
deviance : 275.3
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_____
C
peak time of C : 23.1
E
wheather : temperature
threshold : 28.5
memory length : 2718
response mode : < th
dose dependency : dose dependent
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 dependent, 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
269.92 0.772 4.24 0.53 0.906 2.31 -0.0701 0.753 0.194 23 24.99 4169 -- --
270.35 0.766 4.22 0.668 0.951 2.27 -0.0246 -- 0.234 23 26.29 4037 -- --
269.94 0.765 4.24 0.535 0.909 2.3 -- 0.703 0.192 23 25.14 4166 -- --
270.19 0.766 4.22 0.631 0.928 2.18 -- -- 0.203 23 26.29 4137 -- --
316.93 0.829 4.23 0.537 -- 2.37 -- 1 0.168 -- 23.89 4424 -- --
351.84 0.879 4.35 -0.451 0.843 -- -0.121 -- -0.351 22.6 -- -- -- --
351.91 0.878 4.35 -0.446 0.843 -- -- -- -0.35 22.6 -- -- -- --
317.87 0.83 4.2 0.682 -- 2.2 -- -- 0.215 -- 25.13 4450 -- --
275.3 0.773 4.25 -- 0.955 1.84 -- -- 0.0893 23.1 28.5 2718 -- --
395.66 0.929 4.33 -0.43 -- -- -- -- -0.346 -- -- -- -- --
357.14 0.884 4.34 -- 0.84 -- -- -- -0.301 22.6 -- -- -- --
313.75 0.828 4.24 -- -- 1.99 -- -- 0.0403 -- 29 4507 -- --
400.54 0.934 4.32 -- -- -- -- -- -0.298 -- -- -- -- --

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
1 268.35 temperature 25 4320 < th dose dependent rect. 22 3
3 268.45 temperature 15 4320 > th dose dependent rect. 22 5
5 268.48 temperature 15 4320 > th dose dependent rect. 22 3
20 268.69 temperature 25 4320 < th dose dependent rect. 20 14
38 268.82 temperature 15 4320 > th dose dependent rect. 21 9
50 268.88 temperature 25 4320 < th dose dependent rect. 20 10
68 268.97 temperature 25 4320 < th dose dependent sin 9 NA
292 269.72 temperature 15 4320 > th dose dependent sin 10 NA
424 270.10 temperature 15 4320 > th dose dependent rect. 5 1
458 270.20 temperature 25 4320 < th dose dependent rect. 5 1
462 270.21 temperature 25 4320 < th dose dependent no NA NA
478 270.25 temperature 25 4320 < th dose dependent rect. 8 23
510 270.36 temperature 25 4320 < th dose dependent rect. 4 23
556 270.47 temperature 25 4320 < th dose dependent rect. 1 23