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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.

Os04g0204100

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

Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.86 (0.0497) R2 : 0.252
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.5 (0.131) R2dC : 0.255 R2C : 0.137
β3 : -1.16 (0.183) R2dE : 0.0798 R2E : -0.0392
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.385 (0.105) R2dN8 : 0.0307 R2N8 : 0.0268
σ : 0.931
deviance : 399.85
__
_____
C
peak time of C : 22.1
E
wheather : temperature
threshold : 25.42
memory length : 909
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
382.37 0.919 3.73 1.61 1.61 -1.89 0.361 5.64 -0.137 21.8 26 910 -- --
391.7 0.922 3.8 0.825 1.56 -1.44 0.127 -- -0.167 22.1 24.16 949 -- --
382.82 0.911 3.73 1.65 1.6 -1.92 -- 6.02 -0.128 21.8 26.03 909 -- --
390.91 0.921 3.83 0.659 1.58 -1.37 -- -- -0.229 21.9 24.43 900 -- --
485.66 1.03 3.7 1.76 -- -1.53 -- 6.26 -0.353 -- 28.56 1512 -- --
433.35 0.976 3.86 0.291 1.18 -- 0.416 -- -0.406 22 -- -- -- --
434.03 0.976 3.86 0.275 1.17 -- -- -- -0.407 22.1 -- -- -- --
461.88 1.01 3.77 0.646 -- -1.96 -- -- -0.145 -- 14.4 1540 -- --
399.85 0.931 3.86 -- 1.5 -1.16 -- -- -0.385 22.1 25.42 909 -- --
517.25 1.06 3.83 0.29 -- -- -- -- -0.406 -- -- -- -- --
436.02 0.977 3.86 -- 1.18 -- -- -- -0.438 22.1 -- -- -- --
472.26 1.02 3.79 -- -- -1.76 -- -- -0.239 -- 13.8 1536 -- --
519.47 1.06 3.83 -- -- -- -- -- -0.438 -- -- -- -- --

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
1 374.49 temperature 20 30 > th dose dependent rect. 11 19
6 375.69 temperature 10 270 > th dose dependent rect. 8 20
22 378.66 temperature 15 720 > th dose dependent rect. 15 6
24 378.77 temperature 10 720 > th dose dependent rect. 9 12
25 378.86 temperature 10 10 > th dose dependent sin 15 NA
35 379.32 temperature 10 720 > th dose dependent rect. 11 9
61 380.11 temperature 30 10 < th dose dependent sin 16 NA
78 381.14 temperature 15 10 > th dose dependent rect. 9 22
85 381.34 temperature 30 270 < th dose dependent rect. 14 18
95 381.69 temperature 10 720 > th dose dependent sin 19 NA
99 381.72 temperature 30 90 < th dose dependent rect. 16 9
127 382.45 temperature 30 720 < th dose dependent rect. 10 14
137 382.63 temperature 25 10 < th dose dependent sin 19 NA
139 382.64 temperature 25 720 > th dose dependent rect. 16 16
140 382.65 temperature 30 10 < th dose dependent rect. 16 10
145 382.73 temperature 25 720 > th dose dependent sin 15 NA
180 383.09 temperature 25 720 > th dose dependent rect. 15 8
224 383.57 temperature 30 720 < th dose dependent sin 20 NA
266 383.88 temperature 30 720 < th dose dependent rect. 17 1
365 385.18 temperature 25 720 > th dose dependent rect. 11 19
372 385.23 temperature 20 30 > th dose dependent rect. 11 15
512 386.65 temperature 30 720 < th dose dependent rect. 13 6
518 386.68 temperature 20 30 > th dose dependent rect. 11 12
579 387.14 temperature 30 10 < th dose dependent rect. 14 12
731 388.43 temperature 10 720 > th dose dependent rect. 14 14
755 388.64 temperature 25 90 > th dose independent rect. 11 19
794 388.90 temperature 15 720 > th dose dependent rect. 14 12
817 389.07 temperature 25 90 > th dose independent rect. 11 16
863 389.37 temperature 30 10 < th dose dependent rect. 12 23
899 389.59 radiation 1 720 > th dose dependent rect. 16 14
919 389.70 temperature 25 720 > th dose dependent no NA NA
933 389.77 temperature 25 720 > th dose dependent rect. 3 23
934 389.78 temperature 25 90 < th dose independent rect. 16 9