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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.

Os09g0404900

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 : 4.11 (0.0422) R2 : 0.237
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.65 (0.14) R2dE : 0.27 R2E : 0.215
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.281 (0.0937) R2dN8 : 0.0224 R2N8 : -0.0327
σ : 0.779
deviance : 279.55
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 24.83
memory length : 2397
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
261.31 0.759 4.17 -0.67 0.654 1.26 -0.55 1.57 0.102 11.8 22.18 1815 -- --
265.56 0.759 4.09 -0.161 0.496 1.17 -0.668 -- 0.313 11.6 23.6 2314 -- --
262.47 0.755 4.17 -0.682 0.666 1.29 -- 1.6 0.101 11.7 22.09 1785 -- --
267.44 0.762 4.09 -0.173 0.512 1.18 -- -- 0.319 11.7 23.7 2167 -- --
281.43 0.781 4.16 -0.401 -- 1.37 -- 0.992 0.23 -- 24.49 2360 -- --
322.24 0.842 4.2 -0.651 0.673 -- -0.594 -- -0.19 11.7 -- -- -- --
323.74 0.843 4.21 -0.675 0.676 -- -- -- -0.193 11.6 -- -- -- --
279.15 0.778 4.12 -0.151 -- 1.59 -- -- 0.26 -- 24.9 2378 -- --
268.15 0.763 4.09 -- 0.511 1.22 -- -- 0.351 11.7 23.64 2167 -- --
352.48 0.877 4.22 -0.694 -- -- -- -- -0.201 -- -- -- -- --
335.75 0.857 4.19 -- 0.684 -- -- -- -0.118 11.7 -- -- -- --
279.55 0.779 4.11 -- -- 1.65 -- -- 0.281 -- 24.83 2397 -- --
365.19 0.892 4.2 -- -- -- -- -- -0.124 -- -- -- -- --

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
1 255.83 temperature 20 1440 > th dose dependent rect. 24 4
2 255.93 temperature 20 1440 > th dose dependent rect. 24 1
6 256.34 temperature 20 1440 > th dose dependent rect. 3 1
47 258.98 temperature 10 4320 > th dose dependent rect. 21 7
49 259.00 temperature 30 4320 < th dose dependent rect. 21 7
50 259.02 temperature 25 4320 < th dose dependent rect. 3 1
51 259.03 temperature 25 4320 < th dose dependent rect. 21 1
56 259.18 temperature 10 4320 > th dose dependent rect. 3 1
67 259.35 temperature 10 4320 > th dose dependent rect. 21 1
93 259.60 temperature 10 4320 > th dose dependent rect. 1 3
334 261.21 temperature 20 1440 > th dose dependent sin 10 NA
363 261.46 temperature 10 720 > th dose dependent rect. 19 14
475 262.33 temperature 30 4320 < th dose dependent sin 12 NA
489 262.44 temperature 10 720 > th dose dependent rect. 19 20
496 262.50 temperature 10 4320 > th dose dependent sin 12 NA
548 262.86 temperature 25 4320 < th dose independent rect. 21 1
713 263.55 temperature 25 4320 > th dose independent rect. 21 1
735 263.65 temperature 20 4320 > th dose independent rect. 20 4
907 264.09 temperature 10 720 > th dose dependent rect. 11 22