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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.

Os06g0696900

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

Description : Appr-1-p processing domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.84 (0.0376) R2 : 0.256
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.1 (0.191) R2dE : 0.214 R2E : 0.24
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.216 (0.0817) R2dN8 : 0.0159 R2N8 : 0.0416
σ : 0.699
deviance : 225.24
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 23.12
memory length : 409
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
199.75 0.664 3.8 0.745 0.53 2.28 -1.13 -0.923 -0.0367 20.9 23.44 583 -- --
200.64 0.66 3.82 0.678 0.526 2.52 -1.01 -- -0.0503 20.8 23.2 562 -- --
203.34 0.664 3.82 0.714 0.52 2.41 -- -0.316 -0.0676 21.4 23.21 577 -- --
203.33 0.664 3.82 0.655 0.536 2.46 -- -- -0.0762 21.4 23.11 577 -- --
216.09 0.685 3.81 0.838 -- 2.27 -- -0.769 0.0243 -- 24.16 1515 -- --
277.09 0.78 3.9 0.00841 0.301 -- -0.865 -- -0.464 20.8 -- -- -- --
279.26 0.783 3.9 0.0338 0.305 -- -- -- -0.465 21.7 -- -- -- --
216.79 0.686 3.79 0.738 -- 2.39 -- -- -0.022 -- 23.75 1492 -- --
213.24 0.68 3.85 -- 0.506 2.15 -- -- -0.186 21.4 23.2 560 -- --
284.8 0.789 3.9 0.0366 -- -- -- -- -0.466 -- -- -- -- --
279.29 0.782 3.9 -- 0.305 -- -- -- -0.469 21.7 -- -- -- --
225.24 0.699 3.84 -- -- 2.1 -- -- -0.216 -- 23.12 409 -- --
284.83 0.788 3.9 -- -- -- -- -- -0.47 -- -- -- -- --

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
1 200.41 temperature 25 720 < th dose dependent rect. 14 22
6 200.74 temperature 25 720 < th dose dependent rect. 17 22
21 201.24 temperature 25 720 < th dose dependent rect. 24 23
30 201.45 temperature 10 720 > th dose dependent rect. 19 15
31 201.47 temperature 25 720 < th dose dependent no NA NA
35 201.62 temperature 25 720 < th dose dependent rect. 8 23
51 201.94 temperature 10 720 > th dose dependent rect. 19 20
52 201.95 temperature 25 720 < th dose dependent rect. 5 23
93 203.12 temperature 10 720 > th dose dependent sin 10 NA
137 204.35 temperature 30 720 < th dose dependent sin 10 NA
365 208.00 temperature 25 1440 < th dose dependent sin 15 NA
413 208.29 temperature 20 720 > th dose independent rect. 19 21
495 208.80 temperature 20 720 > th dose independent rect. 3 20
515 208.92 temperature 25 1440 < th dose dependent sin 6 NA
519 208.93 temperature 10 720 > th dose dependent rect. 11 22
583 209.32 temperature 10 720 > th dose dependent rect. 12 19
617 209.54 temperature 25 1440 < th dose dependent rect. 1 5
636 209.63 temperature 10 1440 > th dose dependent rect. 1 6
650 209.71 temperature 25 1440 < th dose dependent rect. 21 9
666 209.79 temperature 25 1440 < th dose dependent rect. 3 1
731 209.99 temperature 10 1440 > th dose dependent rect. 1 3
758 210.07 temperature 20 720 < th dose independent rect. 24 22
858 210.31 temperature 10 720 > th dose dependent rect. 1 23
913 210.47 temperature 10 1440 > th dose dependent rect. 5 1