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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.

Os07g0282500

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

Description : Similar to Aldehyde oxidase 3 (EC 1.2.3.1) (AtAO-3) (AtAO4).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.57 (0.064) R2 : 0.732
β1 : -7.22 (0.384) R2dD : 0.984 R2D : 0.352
β2 : 1.21 (0.12) R2dC : 0.0612 R2C : 0.0811
β3 : 2.83 (0.186) R2dE : 0.23 R2E : 0.0291
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -5.6 (1.13) R2dD*E : 0.0648 R2D*E : -0.324
γ1 : -0.338 (0.146) R2dN8 : 0.00852 R2N8 : -0.0534
σ : 0.922
deviance : 391.81
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_____
C
peak time of C : 1.35
E
wheather : temperature
threshold : 22.58
memory length : 1302
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
392.34 0.931 6.57 -7.22 1.23 2.83 -0.292 -5.23 -0.374 1.32 21.84 1322 -- --
415.54 0.949 6.42 -5.77 1.22 2.72 -0.756 -- -0.036 1.52 18.87 1305 -- --
391.81 0.922 6.57 -7.22 1.21 2.83 -- -5.6 -0.338 1.35 22.58 1302 -- --
415.3 0.949 6.39 -5.76 1.24 2.5 -- -- 0.0121 0.828 20.9 1318 -- --
459.88 0.999 6.57 -7.4 -- 3.39 -- -6.29 -0.412 -- 22.58 1152 -- --
610.53 1.16 6.26 -4.81 1.54 -- -0.304 -- 0.612 1.46 -- -- -- --
610.89 1.16 6.26 -4.8 1.55 -- -- -- 0.613 1.48 -- -- -- --
485.23 1.03 6.38 -5.71 -- 2.95 -- -- 0.00821 -- 21.15 1131 -- --
1177.45 1.6 6.18 -- 1.29 1.07 -- -- 0.956 1.51 22.81 1257 -- --
757.43 1.29 6.24 -4.74 -- -- -- -- 0.646 -- -- -- -- --
1218.2 1.63 6.14 -- 1.46 -- -- -- 1.15 1.37 -- -- -- --
1264.82 1.66 6.16 -- -- 1.53 -- -- 1.02 -- 24.49 1144 -- --
1349.77 1.71 6.12 -- -- -- -- -- 1.17 -- -- -- -- --

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
1 375.59 wind 5 43200 > th dose dependent rect. 5 12
8 377.67 wind 5 43200 > th dose independent rect. 5 12
13 378.07 wind 5 43200 < th dose independent rect. 5 12
18 378.58 wind 5 43200 > th dose dependent rect. 24 17
23 378.83 wind 5 43200 > th dose independent rect. 9 7
24 378.85 wind 5 43200 > th dose dependent sin 1 NA
29 379.28 wind 5 43200 < th dose independent rect. 8 8
34 379.66 wind 5 43200 > th dose dependent rect. 5 16
47 380.26 wind 5 43200 > th dose dependent rect. 2 19
50 380.32 wind 5 43200 > th dose dependent rect. 24 21
61 380.62 wind 5 43200 > th dose dependent rect. 5 20
88 381.41 wind 5 43200 < th dose independent rect. 23 18
106 381.84 wind 5 43200 > th dose independent sin 0 NA
115 382.11 wind 5 43200 > th dose dependent rect. 18 23
129 382.37 wind 5 43200 < th dose independent sin 1 NA
188 383.46 wind 5 43200 > th dose dependent rect. 13 23
196 383.60 wind 5 43200 > th dose independent rect. 5 20
200 383.70 wind 5 43200 > th dose dependent rect. 10 23
202 383.71 wind 5 43200 > th dose dependent no NA NA
205 383.75 wind 5 43200 > th dose independent rect. 10 22
218 384.02 wind 5 43200 > th dose independent rect. 24 21
234 384.25 wind 5 43200 > th dose independent rect. 2 19
237 384.33 wind 5 43200 < th dose independent rect. 19 22
265 384.56 wind 5 43200 < th dose independent rect. 5 20
281 384.70 wind 5 43200 < th dose independent rect. 9 22
296 384.84 wind 5 43200 < th dose independent rect. 23 22
302 384.86 wind 9 43200 < th dose independent rect. 18 21
358 385.34 wind 5 43200 > th dose independent rect. 18 23
378 385.46 wind 5 43200 < th dose independent rect. 2 19
501 386.46 wind 5 43200 > th dose independent no NA NA
513 386.57 wind 5 43200 < th dose independent no NA NA
569 387.25 wind 9 43200 > th dose independent rect. 17 22
589 387.47 wind 5 43200 > th dose independent rect. 13 23
634 387.95 wind 5 43200 < th dose independent rect. 13 23
760 390.06 temperature 25 1440 > th dose dependent rect. 16 1
805 390.80 wind 9 43200 < th dose independent rect. 5 16
839 391.26 temperature 25 1440 > th dose dependent rect. 16 3
845 391.33 temperature 20 1440 > th dose dependent rect. 16 5
866 391.57 temperature 20 1440 > th dose dependent rect. 18 1
887 391.77 radiation 1 1440 < th dose dependent rect. 18 10
902 391.88 wind 9 43200 < th dose independent rect. 13 20
950 392.39 temperature 25 1440 > th dose dependent rect. 15 17
974 392.66 wind 9 43200 > th dose independent rect. 13 20
997 392.98 wind 9 43200 > th dose independent rect. 7 14