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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.

Os01g0644200

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 : 3.87 (0.0367) R2 : 0.236
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.59 (0.156) R2dE : 0.2 R2E : 0.226
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.165 (0.0816) R2dN8 : 0.0102 R2N8 : 0.0365
σ : 0.679
deviance : 212.51
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 27.2
memory length : 729
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
205.19 0.673 3.87 0.269 0.217 1.79 -0.053 1.01 -0.141 7.56 25.5 829 -- --
206.21 0.669 3.85 0.442 0.183 1.72 0.107 -- -0.0927 7.46 26.49 826 -- --
205.2 0.667 3.87 0.271 0.219 1.79 -- 0.994 -0.14 7.46 25.5 831 -- --
206.24 0.669 3.84 0.457 0.185 1.72 -- -- -0.0882 7.29 26.46 831 -- --
206.79 0.67 3.86 0.339 -- 1.83 -- 0.713 -0.101 -- 26.7 764 -- --
249.28 0.74 3.92 -0.0363 0.446 -- -0.0224 -- -0.47 9.31 -- -- -- --
249.28 0.739 3.92 -0.0372 0.446 -- -- -- -0.471 9.31 -- -- -- --
207.35 0.671 3.85 0.471 -- 1.78 -- -- -0.0761 -- 27.12 745 -- --
211.01 0.677 3.86 -- 0.216 1.51 -- -- -0.179 7.75 26.21 817 -- --
260.88 0.755 3.93 -0.0393 -- -- -- -- -0.469 -- -- -- -- --
249.32 0.739 3.92 -- 0.446 -- -- -- -0.466 9.31 -- -- -- --
212.51 0.679 3.87 -- -- 1.59 -- -- -0.165 -- 27.2 729 -- --
260.92 0.754 3.93 -- -- -- -- -- -0.464 -- -- -- -- --

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
1 199.11 temperature 20 720 > th dose dependent sin 9 NA
3 199.64 temperature 20 1440 > th dose dependent rect. 24 5
4 199.64 temperature 20 1440 > th dose dependent rect. 24 7
19 200.27 temperature 20 720 > th dose dependent rect. 19 16
112 202.51 temperature 30 720 < th dose dependent rect. 17 17
133 202.72 temperature 30 720 < th dose dependent rect. 19 15
174 203.40 temperature 30 720 < th dose dependent sin 9 NA
257 204.02 temperature 20 4320 > th dose dependent rect. 21 1
489 205.50 temperature 25 1440 < th dose independent rect. 16 19
499 205.55 temperature 25 720 < th dose dependent rect. 20 22
522 205.70 temperature 30 1440 < th dose dependent rect. 17 1
524 205.70 temperature 25 720 < th dose dependent rect. 6 23
544 205.76 temperature 25 720 < th dose dependent no NA NA
575 205.89 wind 9 43200 > th dose dependent rect. 18 3
576 205.89 temperature 25 720 < th dose dependent rect. 24 23
591 206.01 temperature 25 1440 < th dose independent rect. 16 5
592 206.01 temperature 25 1440 > th dose independent rect. 16 20
602 206.08 temperature 20 4320 > th dose independent rect. 21 2
632 206.23 temperature 25 1440 > th dose independent rect. 16 4
635 206.25 wind 9 43200 > th dose independent rect. 18 3
660 206.37 wind 9 43200 < th dose independent rect. 18 3
667 206.41 temperature 20 4320 > th dose independent rect. 20 4
685 206.49 temperature 30 1440 < th dose dependent rect. 17 11
702 206.59 temperature 20 4320 < th dose independent rect. 20 3
707 206.61 temperature 25 4320 > th dose dependent rect. 6 8
731 206.72 temperature 25 4320 > th dose dependent rect. 12 1
744 206.75 temperature 25 4320 > th dose dependent sin 3 NA
769 206.81 temperature 25 4320 > th dose dependent rect. 10 3
774 206.84 temperature 25 4320 > th dose dependent rect. 6 12
827 206.93 temperature 25 4320 > th dose dependent rect. 24 18
937 207.10 temperature 25 4320 < th dose independent rect. 16 8