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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.

Os02g0774500

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

Description : Similar to DNA-3-methyladenine glycosylase (EC 3.2.2.21) (3-methyladenine DNA glycosidase).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.35 (0.0389) R2 : 0.496
β1 : -1.73 (0.145) R2dD : 0.175 R2D : 0.00399
β2 : -- (--) R2dC : -- R2C : --
β3 : -3.29 (0.165) R2dE : 0.518 R2E : 0.279
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.605 (0.087) R2dN8 : 0.081 R2N8 : -0.0838
σ : 0.716
deviance : 236.33
__
_____
C
peak time of C : --
E
wheather : temperature
threshold : 30.24
memory length : 90
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
210.4 0.682 5.32 -1.31 0.562 -3.32 -0.647 -2.63 -0.518 21.2 29.6 8 -- --
218.86 0.689 5.37 -1.73 0.572 -3.37 -1.12 -- -0.635 21.6 30.1 9 -- --
211.49 0.677 5.31 -1.21 0.564 -3.27 -- -2.96 -0.495 20.9 29.5 4 -- --
223.75 0.697 5.36 -1.7 0.575 -3.26 -- -- -0.605 20.7 29.97 3 -- --
225.13 0.699 5.29 -1.23 -- -3.26 -- -3 -0.494 -- 29.5 89 -- --
357.38 0.886 5.22 -0.96 1.14 -- 1.99 -- 0.0117 15.8 -- -- -- --
368.57 0.899 5.22 -0.931 1.17 -- -- -- 0.0235 16.1 -- -- -- --
236.33 0.716 5.35 -1.73 -- -3.29 -- -- -0.605 -- 30.24 90 -- --
292.85 0.797 5.3 -- 0.611 -2.57 -- -- -0.305 19 30.1 4 -- --
442.76 0.983 5.21 -0.979 -- -- -- -- -0.00767 -- -- -- -- --
391.43 0.925 5.2 -- 1.19 -- -- -- 0.127 16.1 -- -- -- --
309.57 0.819 5.28 -- -- -2.81 -- -- -0.307 -- 30.93 55 -- --
468.02 1.01 5.19 -- -- -- -- -- 0.101 -- -- -- -- --

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
1 210.07 temperature 30 10 < th dose dependent rect. 13 23
2 210.43 temperature 30 30 < th dose dependent rect. 9 23
4 211.04 temperature 30 10 < th dose dependent no NA NA
5 211.10 temperature 30 10 < th dose dependent rect. 15 23
6 211.35 temperature 30 10 < th dose dependent rect. 11 23
8 211.39 temperature 30 10 < th dose dependent rect. 21 23
13 212.54 temperature 30 10 < th dose dependent rect. 7 23
14 212.79 temperature 30 10 < th dose dependent rect. 17 23
21 217.54 temperature 30 10 < th dose dependent rect. 23 23
22 217.65 temperature 10 10 > th dose dependent no NA NA
26 218.06 temperature 30 10 < th dose dependent rect. 19 23
31 219.33 temperature 30 10 < th dose dependent rect. 1 23
33 221.20 temperature 30 10 < th dose dependent rect. 3 23
48 224.82 temperature 15 90 > th dose dependent rect. 3 23
71 227.70 temperature 15 10 > th dose dependent rect. 1 23
72 227.97 temperature 15 10 > th dose dependent rect. 3 23
99 231.35 temperature 15 10 > th dose dependent rect. 23 23
105 231.89 temperature 15 270 > th dose dependent rect. 16 23
121 233.62 temperature 30 30 < th dose dependent rect. 5 23
154 236.39 temperature 20 30 > th dose dependent rect. 19 23
210 239.91 temperature 20 10 > th dose dependent rect. 8 23
240 241.40 temperature 20 10 > th dose dependent rect. 17 23
242 241.42 temperature 20 10 > th dose dependent rect. 21 23
423 247.22 temperature 30 30 < th dose dependent sin 5 NA
467 248.22 temperature 25 1440 < th dose dependent rect. 21 1
472 248.33 temperature 10 10 > th dose dependent sin 5 NA
484 248.47 temperature 20 10 > th dose dependent rect. 15 23
651 251.36 temperature 20 10 > th dose dependent rect. 11 23
681 251.56 temperature 10 720 > th dose dependent rect. 8 23
709 251.87 temperature 10 1440 > th dose dependent rect. 21 1
718 251.97 temperature 15 720 > th dose dependent rect. 12 23
826 252.90 temperature 20 10 > th dose dependent rect. 13 23