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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.

Os11g0579200

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 : 3.05 (0.032) R2 : 0.375
β1 : 1.94 (0.129) R2dD : 0.403 R2D : 0.0295
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.36 (0.124) R2dE : 0.208 R2E : -0.146
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.734 (0.071) R2dN8 : 0.217 R2N8 : -0.0112
σ : 0.591
deviance : 161.02
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_____
C
peak time of C : --
E
wheather : atmosphere
threshold : 1009
memory length : 26565
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 = atmosphere, 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
156.42 0.588 3.1 1.08 0.143 -1.01 0.601 -1.74 0.642 6.94 1010 9718 -- --
162.83 0.594 3.05 1.65 0.112 -1.04 0.547 -- 0.697 7.19 1009 10468 -- --
157.12 0.584 3.1 1.11 0.155 -1.01 -- -1.72 0.636 5.46 1010 9607 -- --
163.37 0.595 3.06 1.67 0.146 -1.03 -- -- 0.7 6.04 1009 10463 -- --
158.18 0.586 3.1 1.16 -- -1.04 -- -1.71 0.651 -- 1010 9361 -- --
200.85 0.664 3.11 1.3 0.0852 -- 0.549 -- 0.489 8.57 -- -- -- --
201.67 0.665 3.11 1.32 0.103 -- -- -- 0.487 6.55 -- -- -- --
161.02 0.591 3.05 1.94 -- -1.36 -- -- 0.734 -- 1009 26565 -- --
230.67 0.707 3.1 -- 0.135 -0.875 -- -- 0.52 6.14 1009 15466 -- --
202.22 0.664 3.11 1.32 -- -- -- -- 0.489 -- -- -- -- --
247.56 0.736 3.14 -- 0.122 -- -- -- 0.34 5.93 -- -- -- --
229.6 0.706 3.12 -- -- -0.81 -- -- 0.447 -- 1008 11838 -- --
248.32 0.736 3.14 -- -- -- -- -- 0.343 -- -- -- -- --

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
1 155.14 temperature 15 43200 > th dose dependent rect. 6 2
8 155.26 temperature 30 43200 < th dose dependent rect. 5 3
11 155.29 temperature 10 43200 > th dose dependent rect. 21 1
13 155.30 temperature 30 43200 < th dose dependent rect. 21 1
58 155.43 temperature 30 43200 < th dose dependent rect. 19 13
59 155.43 temperature 10 43200 > th dose dependent rect. 18 14
131 155.49 temperature 10 43200 > th dose dependent sin 9 NA
168 155.51 temperature 10 43200 > th dose dependent rect. 18 10
187 155.52 temperature 30 43200 < th dose dependent rect. 18 10
202 155.53 temperature 30 43200 < th dose dependent sin 10 NA
292 155.57 temperature 30 43200 < th dose dependent rect. 3 1
335 155.59 temperature 10 43200 > th dose dependent rect. 3 1
401 155.62 temperature 10 43200 > th dose dependent no NA NA
419 155.62 temperature 10 43200 > th dose dependent rect. 1 22
451 155.63 temperature 10 43200 > th dose dependent rect. 5 23