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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.

Os11g0215300

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 : 4.49 (0.0413) R2 : 0.407
β1 : 1.53 (0.157) R2dD : 0.144 R2D : 0.0255
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.86 (0.188) R2dE : 0.389 R2E : 0.265
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0399 (0.0951) R2dN8 : 0.000376 R2N8 : -0.00974
σ : 0.755
deviance : 262.46
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.34
memory length : 764
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
244.15 0.734 4.51 1.35 0.509 2.77 1.14 0.507 -0.0702 9.49 24.1 756 -- --
244.45 0.728 4.5 1.43 0.506 2.71 1.26 -- -0.0496 9.45 24.18 757 -- --
248.31 0.734 4.52 1.3 0.496 2.84 -- 1.11 -0.0832 9.52 24.1 763 -- --
250.24 0.737 4.5 1.47 0.504 2.68 -- -- -0.0446 9.59 24.25 753 -- --
261.09 0.753 4.51 1.35 -- 2.96 -- 1.03 -0.00436 -- 25.09 764 -- --
348.98 0.876 4.61 0.68 0.839 -- 1.09 -- -0.574 9.86 -- -- -- --
353.5 0.88 4.61 0.722 0.832 -- -- -- -0.571 9.96 -- -- -- --
262.46 0.755 4.49 1.53 -- 2.86 -- -- 0.0399 -- 25.34 764 -- --
299.42 0.806 4.56 -- 0.613 2.08 -- -- -0.329 9.94 24 613 -- --
395.14 0.929 4.63 0.713 -- -- -- -- -0.572 -- -- -- -- --
367.25 0.896 4.63 -- 0.83 -- -- -- -0.652 9.89 -- -- -- --
316.65 0.829 4.55 -- -- 2.22 -- -- -0.236 -- 25.65 745 -- --
408.53 0.943 4.65 -- -- -- -- -- -0.651 -- -- -- -- --

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
1 240.04 temperature 25 720 < th dose dependent rect. 18 17
13 241.23 temperature 25 720 < th dose dependent sin 9 NA
23 241.82 temperature 10 720 > th dose dependent sin 9 NA
37 242.36 temperature 15 720 > th dose dependent rect. 19 15
78 244.49 temperature 25 720 < th dose dependent rect. 24 22
114 245.58 temperature 15 720 > th dose dependent rect. 19 18
125 246.05 temperature 25 720 < th dose dependent no NA NA
180 248.10 temperature 25 720 < th dose dependent rect. 4 23
326 253.30 temperature 25 1440 < th dose dependent rect. 3 2
342 253.50 temperature 25 1440 < th dose dependent rect. 1 5
401 254.02 temperature 10 1440 > th dose dependent rect. 1 6
403 254.03 temperature 10 1440 > th dose dependent rect. 3 4
938 257.41 wind 9 43200 > th dose dependent rect. 18 12