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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.

Os02g0255900

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 : 4.33 (0.0357) R2 : 0.265
β1 : -1.42 (0.152) R2dD : 0.214 R2D : -0.038
β2 : 0.624 (0.0829) R2dC : 0.0924 R2C : 0.0721
β3 : 0.999 (0.143) R2dE : 0.132 R2E : -0.127
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.59 (0.0846) R2dN8 : 0.14 R2N8 : -0.0342
σ : 0.643
deviance : 190.58
__
_____
C
peak time of C : 22.4
E
wheather : temperature
threshold : 20.69
memory length : 3793
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
188.91 0.646 4.28 -1.23 0.619 1.29 -0.0581 1.36 -0.528 22.4 20.18 3806 -- --
191.31 0.644 4.32 -1.34 0.625 1.03 -0.195 -- -0.541 22.2 20.7 3672 -- --
188.93 0.64 4.28 -1.23 0.619 1.29 -- 1.35 -0.528 22.4 20.19 3797 -- --
190.58 0.643 4.33 -1.42 0.624 0.999 -- -- -0.59 22.4 20.69 3793 -- --
212.12 0.678 4.26 -1.24 -- 1.38 -- 1.45 -0.548 -- 20.2 3771 -- --
211.06 0.681 4.27 -0.822 0.669 -- 0.0553 -- -0.296 22.6 -- -- -- --
211.07 0.68 4.27 -0.824 0.669 -- -- -- -0.296 22.6 -- -- -- --
214.29 0.682 4.33 -1.46 -- 1.08 -- -- -0.626 -- 20.8 3736 -- --
225.12 0.699 4.25 -- 0.621 0.307 -- -- -0.254 22.4 26.8 2829 -- --
238.58 0.722 4.25 -0.812 -- -- -- -- -0.293 -- -- -- -- --
228.97 0.708 4.25 -- 0.664 -- -- -- -0.204 22.5 -- -- -- --
245.49 0.73 4.26 -- -- 0.53 -- -- -0.349 -- 25.6 2218 -- --
255.97 0.747 4.23 -- -- -- -- -- -0.203 -- -- -- -- --

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
1 186.32 temperature 20 4320 > th dose independent rect. 20 5
3 186.70 temperature 20 4320 < th dose independent rect. 20 5
44 188.10 temperature 20 4320 > th dose independent rect. 23 1
89 188.87 temperature 20 4320 > th dose independent sin 15 NA
110 189.05 temperature 20 4320 < th dose independent sin 15 NA
132 189.23 temperature 20 720 < th dose independent rect. 5 2
157 189.41 temperature 20 720 > th dose independent rect. 3 1
165 189.45 temperature 20 1440 > th dose independent rect. 5 2
194 189.62 temperature 20 1440 > th dose independent rect. 3 4
199 189.65 temperature 20 720 < th dose independent rect. 3 4
310 190.15 temperature 20 720 < th dose independent rect. 3 18
335 190.25 temperature 20 720 > th dose independent rect. 16 19
427 190.55 temperature 20 1440 < th dose independent rect. 3 1
677 191.10 temperature 20 4320 > th dose independent rect. 5 21
841 191.38 temperature 20 720 > th dose independent rect. 3 18
853 191.40 temperature 20 4320 < th dose independent rect. 6 21
871 191.41 temperature 30 720 < th dose dependent rect. 21 11
895 191.46 temperature 20 4320 > th dose independent no NA NA