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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.

Os02g0158800

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

Description : Protein of unknown function DUF246, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.37 (0.0273) R2 : 0.501
β1 : -1.18 (0.0998) R2dD : 0.16 R2D : 0.169
β2 : 1.12 (0.0653) R2dC : 0.324 R2C : 0.315
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.161 (0.0582) R2dN8 : 0.0113 R2N8 : 0.0218
σ : 0.512
deviance : 119.71
__
_____
C
peak time of C : 22.6
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 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
100.35 0.471 5.28 -0.627 0.956 1 -0.0189 -1.87 0.448 21.6 29.6 11 -- --
104.68 0.48 5.32 -0.961 0.95 1 -0.429 -- 0.359 21.6 29.6 11 -- --
100.35 0.467 5.28 -0.627 0.956 1 -- -1.87 0.448 21.6 29.6 11 -- --
105.17 0.478 5.32 -0.949 0.95 1.01 -- -- 0.366 21.6 28.5 9 -- --
150.31 0.574 5.24 -0.531 -- 1.42 -- -1.87 0.522 -- 29.6 11 -- --
118.84 0.511 5.37 -1.2 1.12 -- -0.457 -- 0.16 22.7 -- -- -- --
119.71 0.512 5.37 -1.18 1.12 -- -- -- 0.161 22.6 -- -- -- --
155.17 0.58 5.27 -0.835 -- 1.43 -- -- 0.457 -- 28.5 5 -- --
126.19 0.523 5.3 -- 0.96 1.39 -- -- 0.522 21.1 28.5 14 -- --
196.98 0.656 5.34 -1.16 -- -- -- -- 0.167 -- -- -- -- --
156.63 0.585 5.34 -- 1.11 -- -- -- 0.293 22.6 -- -- -- --
172.38 0.611 5.24 -- -- 1.66 -- -- 0.588 -- 28.42 3 -- --
232.63 0.712 5.31 -- -- -- -- -- 0.296 -- -- -- -- --

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 90.13 temperature 30 10 < th dose dependent sin 5 NA
3 91.02 temperature 10 10 > th dose dependent sin 5 NA
44 94.41 temperature 25 270 < th dose dependent rect. 23 13
79 95.62 temperature 15 90 > th dose dependent rect. 19 23
90 95.89 temperature 25 270 < th dose dependent rect. 1 11
107 96.21 temperature 25 90 < th dose dependent rect. 3 10
150 97.14 temperature 25 10 < th dose dependent rect. 4 8
215 98.12 temperature 30 10 < th dose dependent rect. 18 20
222 98.22 temperature 20 90 > th dose dependent rect. 23 12
224 98.23 temperature 25 10 < th dose dependent rect. 24 13
242 98.46 temperature 30 10 < th dose dependent rect. 2 12
311 99.08 temperature 30 10 < th dose dependent rect. 22 16
318 99.11 temperature 20 10 > th dose dependent rect. 23 19
395 99.55 temperature 25 720 < th dose dependent rect. 20 10
427 99.69 temperature 25 720 < th dose dependent sin 11 NA
443 99.76 temperature 25 720 < th dose dependent rect. 19 12
471 99.87 temperature 30 10 < th dose dependent rect. 16 22
473 99.88 temperature 15 10 > th dose dependent rect. 23 23
552 100.22 temperature 30 30 < th dose dependent rect. 9 23
581 100.31 temperature 30 10 < th dose dependent rect. 11 23
606 100.37 temperature 30 10 < th dose dependent rect. 21 23
619 100.43 temperature 30 10 < th dose dependent no NA NA
659 100.56 temperature 25 270 < th dose dependent no NA NA
681 100.64 temperature 20 720 > th dose dependent rect. 23 3
687 100.65 temperature 30 30 < th dose dependent rect. 7 23
693 100.66 temperature 30 10 < th dose dependent rect. 1 23
716 100.76 temperature 10 10 > th dose dependent no NA NA
756 100.88 temperature 30 30 < th dose dependent rect. 13 23
879 101.23 temperature 20 10 > th dose dependent rect. 23 12
920 101.34 temperature 15 90 > th dose dependent rect. 3 23
953 101.41 temperature 15 270 > th dose dependent rect. 17 23
973 101.45 temperature 25 270 < th dose dependent rect. 7 23
990 101.49 temperature 15 10 > th dose dependent rect. 6 23