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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.

Os11g0235400

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 : 4.54 (0.0277) R2 : 0.717
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.719 (0.0699) R2dC : 0.0653 R2C : 0.00857
β3 : -1.43 (0.08) R2dE : 0.231 R2E : 0.339
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 1.11 (0.0619) R2dN8 : 0.298 R2N8 : 0.416
σ : 0.51
deviance : 119.8
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_____
C
peak time of C : 7.67
E
wheather : temperature
threshold : 22.3
memory length : 1548
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
108.74 0.49 4.59 -0.902 0.809 -1.55 -0.463 0.706 0.901 7.78 22.49 1990 -- --
108.81 0.486 4.57 -0.717 0.804 -1.62 -0.372 -- 0.969 7.7 22.2 1952 -- --
108.87 0.486 4.59 -0.924 0.828 -1.55 -- 0.739 0.931 7.63 22.3 1968 -- --
109.22 0.487 4.57 -0.725 0.807 -1.62 -- -- 0.972 7.72 22.2 1952 -- --
136.46 0.544 4.59 -0.798 -- -1.63 -- 0.386 0.983 -- 22.02 1530 -- --
202.72 0.667 4.45 -0.0544 0.74 -- -0.431 -- 1.52 7.48 -- -- -- --
203.24 0.668 4.44 -0.0644 0.74 -- -- -- 1.52 7.49 -- -- -- --
136.78 0.545 4.58 -0.675 -- -1.65 -- -- 1 -- 22.03 1526 -- --
119.8 0.51 4.54 -- 0.719 -1.43 -- -- 1.11 7.67 22.3 1548 -- --
232.5 0.712 4.46 -0.0531 -- -- -- -- 1.54 -- -- -- -- --
203.34 0.667 4.44 -- 0.739 -- -- -- 1.53 7.5 -- -- -- --
147.24 0.565 4.56 -- -- -1.44 -- -- 1.11 -- 22.26 1516 -- --
232.57 0.712 4.46 -- -- -- -- -- 1.54 -- -- -- -- --

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
1 108.04 temperature 25 720 < th dose dependent rect. 15 20
8 108.44 temperature 15 720 > th dose dependent rect. 17 16
35 109.34 temperature 10 720 > th dose dependent sin 11 NA
43 109.61 temperature 30 720 < th dose dependent sin 11 NA
69 110.19 temperature 25 720 < th dose dependent no NA NA
77 110.46 temperature 25 720 < th dose dependent rect. 10 23
85 110.57 temperature 25 720 < th dose dependent rect. 24 23
92 110.80 temperature 25 720 < th dose dependent rect. 5 23
100 110.93 temperature 25 720 < th dose dependent rect. 3 23
125 111.32 temperature 30 1440 < th dose dependent sin 13 NA
156 111.52 temperature 15 1440 > th dose dependent sin 13 NA
279 112.17 temperature 15 1440 > th dose dependent rect. 21 3
297 112.28 temperature 30 1440 < th dose dependent rect. 21 3
298 112.28 temperature 15 1440 > th dose dependent rect. 20 5
371 112.56 temperature 30 1440 < th dose dependent rect. 20 5