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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.

Os11g0507400

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 : 5.34 (0.0279) R2 : 0.425
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.73 (0.109) R2dE : 0.353 R2E : 0.399
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.235 (0.0609) R2dN8 : 0.0268 R2N8 : 0.0727
σ : 0.518
deviance : 123.68
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 8.55
memory length : 5981
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
119.66 0.514 5.33 0.189 0.164 1.5 0.478 -0.617 0.309 13.3 10.44 4729 -- --
119.28 0.509 5.32 0.289 0.169 1.58 0.546 -- 0.3 13.9 11.57 5838 -- --
120.07 0.51 5.34 0.155 0.16 1.54 -- -0.656 0.263 13 11.16 5839 -- --
120.46 0.511 5.32 0.299 0.166 1.58 -- -- 0.304 13.4 10.39 5842 -- --
121.57 0.514 5.35 0.138 -- 1.52 -- -0.723 0.253 -- 9.918 5970 -- --
161.39 0.596 5.24 1.04 0.125 -- 0.5 -- 0.647 14.2 -- -- -- --
162.23 0.596 5.24 1.06 0.129 -- -- -- 0.65 12.9 -- -- -- --
122.01 0.514 5.32 0.295 -- 1.57 -- -- 0.296 -- 10.3 5975 -- --
122.16 0.515 5.33 -- 0.158 1.74 -- -- 0.238 12.9 8.488 5942 -- --
163.28 0.597 5.24 1.05 -- -- -- -- 0.647 -- -- -- -- --
191.77 0.648 5.27 -- 0.113 -- -- -- 0.532 12.5 -- -- -- --
123.68 0.518 5.34 -- -- 1.73 -- -- 0.235 -- 8.55 5981 -- --
192.57 0.648 5.27 -- -- -- -- -- 0.53 -- -- -- -- --

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
1 112.85 temperature 10 30 > th dose dependent rect. 23 23
5 116.48 temperature 30 4320 < th dose dependent rect. 23 1
6 116.55 temperature 30 1440 < th dose dependent rect. 17 2
7 116.57 temperature 10 4320 > th dose dependent rect. 23 3
8 116.57 temperature 30 4320 < th dose dependent rect. 23 3
11 116.74 temperature 10 4320 > th dose dependent rect. 1 1
13 116.79 temperature 30 4320 < th dose dependent rect. 1 1
200 118.05 temperature 10 4320 > th dose dependent sin 12 NA
219 118.10 temperature 30 4320 < th dose dependent sin 12 NA
259 118.26 temperature 15 1440 > th dose dependent rect. 18 1
307 118.39 temperature 10 720 > th dose dependent rect. 13 22
404 118.66 temperature 30 4320 < th dose dependent rect. 3 2
430 118.73 temperature 10 4320 > th dose dependent rect. 3 2
432 118.73 temperature 20 720 > th dose dependent rect. 19 16
433 118.74 temperature 20 4320 > th dose dependent rect. 3 1
592 119.11 temperature 10 720 > th dose dependent rect. 19 16
997 119.89 temperature 20 720 > th dose dependent sin 10 NA