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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.

Os08g0249600

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Similar to Diacylglycerol kinase-like protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 3.72 (0.029) R2 : 0.331
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.6 (0.126) R2dE : 0.272 R2E : 0.312
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.188 (0.0642) R2dN8 : 0.0187 R2N8 : 0.059
σ : 0.536
deviance : 132.3
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 25.23
memory length : 724
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
126.11 0.528 3.7 0.416 0.158 1.85 -0.0292 0.315 -0.107 17.1 25.19 650 -- --
125.97 0.523 3.7 0.463 0.227 1.83 -0.045 -- -0.0853 17.1 25.85 583 -- --
125.94 0.523 3.7 0.434 0.228 1.84 -- 0.177 -0.0875 17.1 25.77 585 -- --
125.97 0.523 3.7 0.468 0.232 1.82 -- -- -0.0789 17 25.84 581 -- --
126.89 0.525 3.71 0.407 -- 1.84 -- 0.421 -0.116 -- 25.19 831 -- --
175.5 0.621 3.78 -0.0254 0.24 -- -0.162 -- -0.479 11.7 -- -- -- --
175.62 0.621 3.78 -0.032 0.241 -- -- -- -0.48 11.7 -- -- -- --
127.07 0.525 3.69 0.486 -- 1.8 -- -- -0.088 -- 25.7 839 -- --
131.01 0.533 3.71 -- 0.216 1.63 -- -- -0.17 16.3 25.7 552 -- --
179.26 0.626 3.78 -0.0389 -- -- -- -- -0.483 -- -- -- -- --
175.64 0.62 3.78 -- 0.241 -- -- -- -0.476 11.7 -- -- -- --
132.3 0.536 3.72 -- -- 1.6 -- -- -0.188 -- 25.23 724 -- --
179.3 0.625 3.78 -- -- -- -- -- -0.479 -- -- -- -- --

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
1 122.63 temperature 30 720 < th dose dependent rect. 16 19
2 122.68 temperature 30 720 < th dose dependent rect. 17 17
5 122.71 temperature 10 720 > th dose dependent rect. 19 18
9 122.79 temperature 10 720 > th dose dependent rect. 18 15
18 123.65 temperature 15 720 > th dose dependent sin 10 NA
32 123.88 temperature 30 720 < th dose dependent sin 10 NA
131 125.64 temperature 15 1440 > th dose dependent rect. 23 10
144 125.69 temperature 25 1440 < th dose dependent rect. 4 1
148 125.70 temperature 30 1440 < th dose dependent rect. 20 11
165 125.75 temperature 30 1440 < th dose dependent rect. 23 10
231 125.95 temperature 15 1440 > th dose dependent rect. 4 1
283 126.09 temperature 30 1440 < th dose dependent rect. 4 3
296 126.12 temperature 15 1440 > th dose dependent rect. 4 3
365 126.31 temperature 25 720 < th dose dependent rect. 19 23
373 126.34 temperature 25 720 < th dose dependent no NA NA
418 126.43 temperature 25 720 < th dose dependent rect. 6 23
437 126.47 temperature 25 720 < th dose dependent rect. 3 23
565 126.79 temperature 25 720 < th dose dependent rect. 24 23
599 126.89 temperature 10 720 > th dose dependent rect. 11 22
690 127.09 temperature 30 1440 < th dose dependent rect. 1 1