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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.

Os06g0148300

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 : 3.31 (0.0346) R2 : 0.0218
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.232 (0.0729) R2dN8 : 0.0281 R2N8 : 0.0218
σ : 0.652
deviance : 195.21
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
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
162.54 0.599 3.29 0.896 0.119 -0.659 0.295 -1.58 0.202 11.7 22.34 2020 -- --
168.63 0.605 3.35 0.401 0.144 -0.535 0.404 -- 0.0572 11.1 23.4 909 -- --
162.9 0.594 3.29 0.903 0.112 -0.652 -- -1.55 0.207 11.7 22.33 1961 -- --
167.79 0.603 3.35 0.365 0.0952 -0.602 -- -- 0.0442 11.5 23.4 2095 -- --
163.53 0.596 3.29 0.912 -- -0.63 -- -1.57 0.206 -- 22.45 1871 -- --
184.6 0.637 3.29 0.609 0.0828 -- 0.23 -- 0.301 12.7 -- -- -- --
184.83 0.637 3.29 0.617 0.0822 -- -- -- 0.302 12.5 -- -- -- --
168.7 0.605 3.36 0.348 -- -0.61 -- -- 0.0383 -- 23.4 1974 -- --
170.3 0.608 3.37 -- 0.16 -0.744 -- -- -0.0593 11.8 23.33 2176 -- --
185.25 0.636 3.29 0.614 -- -- -- -- 0.3 -- -- -- -- --
194.87 0.653 3.31 -- 0.0734 -- -- -- 0.233 12.1 -- -- -- --
171.55 0.61 3.37 -- -- -0.717 -- -- -0.0486 -- 23.34 1974 -- --
195.21 0.652 3.31 -- -- -- -- -- 0.232 -- -- -- -- --

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
1 162.65 temperature 20 1440 > th dose dependent rect. 3 2
20 163.53 temperature 20 4320 > th dose dependent rect. 23 2
31 163.95 temperature 10 4320 > th dose dependent rect. 23 2
38 164.02 temperature 30 4320 < th dose dependent rect. 23 2
123 164.54 temperature 25 4320 < th dose dependent rect. 21 1
338 165.55 temperature 25 4320 < th dose dependent sin 13 NA
495 165.91 temperature 20 1440 > th dose dependent sin 10 NA
745 166.27 temperature 25 1440 < th dose dependent rect. 11 20
820 166.38 temperature 10 4320 > th dose dependent sin 11 NA
910 166.47 temperature 25 43200 < th dose independent rect. 19 2