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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.

Os01g0146600

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 : 3.39 (0.0209) R2 : 0.00495
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0663 (0.044) R2dN8 : 0.00639 R2N8 : 0.00495
σ : 0.394
deviance : 71.23
__
_____
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 = temperature, 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
59.21 0.362 3.36 0.337 0.11 -0.489 0.238 -0.0694 0.0896 9.15 21.59 787 -- --
59.22 0.358 3.36 0.355 0.111 -0.485 0.265 -- 0.0939 9.17 21.53 787 -- --
59.35 0.359 3.36 0.317 0.113 -0.496 -- -0.178 0.0835 8.51 21.56 805 -- --
59.45 0.359 3.36 0.365 0.114 -0.488 -- -- 0.0945 8.5 21.56 805 -- --
60.02 0.361 3.36 0.324 -- -0.52 -- -0.173 0.0938 -- 21.6 787 -- --
67.75 0.386 3.38 0.174 0.202 -- 0.257 -- -0.0472 9.27 -- -- -- --
67.98 0.386 3.38 0.183 0.202 -- -- -- -0.0471 9.17 -- -- -- --
60.12 0.361 3.36 0.375 -- -0.516 -- -- 0.103 -- 21.55 781 -- --
62.62 0.369 3.37 -- 0.129 -0.397 -- -- 0.0312 8.61 21.56 780 -- --
70.34 0.392 3.39 0.183 -- -- -- -- -0.046 -- -- -- -- --
68.87 0.388 3.39 -- 0.202 -- -- -- -0.0675 9.1 -- -- -- --
63.51 0.371 3.37 -- -- -0.428 -- -- 0.0401 -- 21.52 780 -- --
71.23 0.394 3.39 -- -- -- -- -- -0.0663 -- -- -- -- --

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 56.19 temperature 10 30 > th dose dependent rect. 3 23
7 57.56 temperature 15 720 > th dose dependent rect. 3 4
11 58.09 temperature 10 720 > th dose dependent rect. 3 6
16 58.40 temperature 10 720 > th dose dependent rect. 21 10
18 58.48 temperature 10 720 > th dose dependent rect. 19 14
19 58.53 temperature 25 720 < th dose dependent rect. 20 16
23 58.60 temperature 25 720 < th dose dependent sin 9 NA
37 58.68 temperature 15 720 > th dose dependent rect. 21 12
51 58.77 temperature 30 720 < th dose dependent rect. 24 8
59 58.80 temperature 10 720 > th dose dependent rect. 21 18
78 58.90 temperature 20 720 > th dose independent rect. 3 12
83 58.93 temperature 30 720 < th dose dependent rect. 1 2
102 58.97 temperature 10 720 > th dose dependent sin 8 NA
106 58.98 temperature 20 720 > th dose independent rect. 21 18
113 59.00 temperature 10 720 > th dose dependent rect. 19 20
261 59.41 radiation 1 43200 < th dose dependent rect. 3 1
309 59.56 temperature 25 720 < th dose dependent rect. 24 23
332 59.61 temperature 20 720 > th dose independent rect. 3 6
349 59.66 temperature 20 720 > th dose independent rect. 3 4
355 59.67 temperature 25 720 < th dose dependent no NA NA
385 59.72 temperature 25 720 < th dose dependent rect. 10 23
424 59.83 temperature 30 10 < th dose dependent rect. 2 15
448 59.86 temperature 25 720 < th dose dependent rect. 4 23
449 59.87 temperature 20 720 > th dose independent sin 6 NA
460 59.89 temperature 15 270 > th dose dependent rect. 3 12
504 59.97 temperature 20 720 > th dose independent rect. 3 8
588 60.13 temperature 20 720 > th dose independent rect. 21 14
622 60.19 temperature 20 720 < th dose independent rect. 21 16
631 60.21 temperature 20 720 > th dose independent rect. 21 12
641 60.22 temperature 25 720 < th dose dependent rect. 5 1
668 60.27 temperature 15 10 > th dose dependent sin 4 NA
673 60.28 temperature 20 720 > th dose independent rect. 3 21
738 60.37 temperature 20 720 < th dose independent sin 7 NA
745 60.37 temperature 30 10 < th dose dependent rect. 7 23
746 60.38 temperature 20 720 > th dose independent rect. 21 10
889 60.55 temperature 20 720 > th dose independent rect. 23 10