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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.

Os08g0153800

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

Description : Protein of unknown function DUF599 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.81 (0.0167) R2 : 0.00682
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0622 (0.0351) R2dN8 : 0.00881 R2N8 : 0.00682
σ : 0.314
deviance : 45.32
__
_____
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 = 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
41.19 0.299 2.8 0.0319 0.0286 0.606 0.333 2.01 -0.0523 7.33 1015 10 -- --
43.29 0.309 2.8 0.0631 0.00677 0.642 0.343 -- -0.0465 5.44 1015 10 -- --
41.44 0.302 2.8 0.0411 0.0394 0.619 -- 1.95 -0.052 10.4 1014 206 -- --
43.48 0.307 2.8 0.0484 0.0394 0.699 -- -- -0.0497 10.2 1015 250 -- --
41.51 0.3 2.81 0.0456 -- 0.591 -- 1.96 -0.0526 -- 1014 278 -- --
44.92 0.314 2.8 0.0631 0.00915 -- 0.341 -- -0.0538 5.33 -- -- -- --
45.19 0.315 2.8 0.0641 0.0207 -- -- -- -0.0552 8.99 -- -- -- --
43.57 0.307 2.8 0.0642 -- 0.648 -- -- -0.0478 -- 1015 275 -- --
43.58 0.307 2.8 -- 0.0394 0.667 -- -- -0.0547 10.4 1015 260 -- --
45.22 0.314 2.81 0.0641 -- -- -- -- -0.0551 -- -- -- -- --
45.3 0.315 2.81 -- 0.0208 -- -- -- -0.0623 8.75 -- -- -- --
43.68 0.308 2.81 -- -- 0.648 -- -- -0.055 -- 1015 258 -- --
45.32 0.314 2.81 -- -- -- -- -- -0.0622 -- -- -- -- --

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 36.99 wind 9 30 > th dose dependent rect. 11 1
36 37.66 temperature 20 10 < th dose independent rect. 19 1
45 37.66 temperature 20 10 < th dose dependent rect. 19 1
64 37.75 humidity 90 90 > th dose dependent rect. 18 2
66 37.77 humidity 90 90 > th dose independent rect. 18 1
69 37.87 wind 9 30 > th dose independent rect. 11 1
71 37.93 wind 9 30 > th dose dependent sin 6 NA
127 38.65 wind 9 30 < th dose independent sin 6 NA
186 39.02 wind 9 30 > th dose independent sin 6 NA
255 39.55 wind 3 10 < th dose dependent rect. 20 1
258 39.62 radiation 10 10 < th dose independent rect. 12 1
320 40.22 humidity 90 270 > th dose dependent rect. 16 4
368 40.49 wind 3 10 < th dose independent rect. 19 2
401 40.65 humidity 90 270 > th dose dependent rect. 12 8
410 40.71 atmosphere 1015 720 < th dose independent rect. 16 9
443 40.85 atmosphere 1015 720 < th dose independent rect. 16 17
445 40.86 atmosphere 1015 720 < th dose independent rect. 13 15
497 40.99 temperature 20 90 < th dose dependent rect. 12 8
499 41.00 atmosphere 1015 720 < th dose independent rect. 5 23
513 41.02 atmosphere 1015 720 < th dose independent rect. 21 7
538 41.13 atmosphere 1015 10 < th dose independent sin 7 NA
543 41.13 atmosphere 1015 10 < th dose independent sin 18 NA
575 41.15 atmosphere 1015 1440 > th dose independent rect. 22 2
586 41.16 atmosphere 1015 1440 < th dose independent rect. 22 2
636 41.19 atmosphere 1015 10 > th dose independent sin 7 NA
732 41.19 atmosphere 1015 10 > th dose independent no NA NA
739 41.19 atmosphere 1015 10 < th dose independent no NA NA
743 41.19 atmosphere 1015 270 > th dose independent rect. 20 1
749 41.19 atmosphere 1015 10 > th dose independent rect. 23 1
855 41.19 atmosphere 1015 1440 < th dose independent rect. 22 5