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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.

Os02g0240100

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

Description : Similar to Peroxidase 2 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.11 (0.0658) R2 : 0.721
β1 : -4.7 (0.242) R2dD : 0.244 R2D : 0.213
β2 : 1.48 (0.25) R2dC : 0.0556 R2C : 0.213
β3 : 2.49 (0.215) R2dE : 0.22 R2E : 0.396
β4 : -4.8 (0.595) R2dD*C : 0.0406 R2D*C : 0.0212
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.946 (0.144) R2dN8 : 0.0375 R2N8 : -0.0324
σ : 1.23
deviance : 692.84
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_____
C
peak time of C : 0.405
E
wheather : humidity
threshold : 69.84
memory length : 763
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 16.9
open length of G : 2.93

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, response mode = > th, dose dependency = dose independent, type of G = rect.)

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
691.94 1.24 5.12 -4.78 1.47 2.5 -5.87 1.03 -0.943 0.545 70 757 16.9 3
692.84 1.23 5.11 -4.7 1.48 2.49 -4.8 -- -0.946 0.405 69.84 763 16.9 2.93
720.53 1.25 5.1 -4.37 1.43 2.81 -- -3.96 -0.903 22.2 68 781 16.3 4.58
788.58 1.31 5.11 -4.49 1.49 2.54 -- -- -0.939 23.6 70 775 16.9 2.8
703.66 1.24 5.08 -4.61 -- 3.95 -- -3.65 -1.08 -- 62.19 811 14.8 5.63
898.24 1.41 5.06 -4.99 3.75 -- -5.24 -- -0.551 0.368 -- -- -- --
1015.65 1.49 5.05 -4.79 3.76 -- -- -- -0.523 0.217 -- -- -- --
788.61 1.31 5.1 -4.53 -- 3.95 -- -- -1.06 -- 62.12 808 14.7 5.5
1302.07 1.68 5.05 -- 1.39 2.77 -- -- -0.52 22.7 70.98 817 17.2 2.22
1907.53 2.04 4.97 -4.66 -- -- -- -- -0.466 -- -- -- -- --
1619.29 1.88 4.93 -- 3.7 -- -- -- 0.0103 0.148 -- -- -- --
1326.67 1.7 5 -- -- 3.98 -- -- -0.616 -- 62.27 822 14.7 5.15
2481.04 2.32 4.85 -- -- -- -- -- 0.0517 -- -- -- -- --

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
1 701.75 humidity 70 720 > th dose independent rect. 17 3
3 714.88 humidity 70 720 > th dose independent rect. 17 10
5 718.39 radiation 1 1440 < th dose independent rect. 9 3
6 718.39 radiation 1 1440 < th dose dependent rect. 9 3
7 719.18 radiation 1 1440 < th dose independent rect. 11 19
8 719.73 radiation 1 1440 > th dose independent rect. 11 19
9 720.54 humidity 60 720 > th dose independent rect. 15 6
14 721.45 humidity 70 1440 < th dose dependent rect. 15 3
16 722.01 radiation 1 1440 < th dose dependent rect. 11 13
20 722.15 radiation 1 1440 < th dose independent rect. 11 13
23 722.24 radiation 1 1440 < th dose dependent rect. 11 16
31 722.46 radiation 1 1440 < th dose independent rect. 11 16
33 722.52 radiation 1 1440 < th dose dependent rect. 9 15
42 722.74 radiation 1 1440 < th dose dependent rect. 9 18
54 723.13 radiation 1 1440 > th dose independent rect. 11 8
114 724.59 radiation 1 1440 < th dose independent sin 17 NA
151 725.21 radiation 1 1440 > th dose independent sin 17 NA
211 726.04 radiation 1 1440 < th dose dependent sin 19 NA
228 726.60 humidity 70 720 < th dose independent rect. 17 3
261 727.61 humidity 60 1440 > th dose independent rect. 15 9
273 727.84 humidity 60 1440 > th dose independent rect. 15 16
276 727.93 humidity 60 1440 > th dose independent rect. 15 14
286 728.65 humidity 60 1440 < th dose dependent rect. 14 20
289 728.78 radiation 1 1440 > th dose independent rect. 9 1
308 728.89 humidity 60 1440 < th dose independent rect. 15 3
324 729.28 humidity 60 1440 < th dose independent rect. 14 6
479 732.50 radiation 1 1440 > th dose independent rect. 9 3
491 732.88 wind 1 43200 < th dose dependent rect. 7 1
502 733.65 humidity 60 1440 < th dose dependent sin 16 NA
518 734.25 humidity 70 1440 < th dose dependent sin 13 NA
580 736.68 humidity 60 14400 > th dose independent rect. 3 5
616 737.70 wind 7 14400 > th dose dependent rect. 14 4
629 738.09 humidity 60 1440 > th dose independent sin 12 NA
634 738.14 humidity 70 1440 > th dose independent rect. 17 14
652 738.58 radiation 10 4320 < th dose dependent rect. 24 5
665 739.16 humidity 60 14400 > th dose independent rect. 24 8
666 739.24 humidity 60 1440 < th dose independent sin 12 NA
702 740.02 wind 7 14400 > th dose dependent rect. 15 1
721 740.65 wind 9 14400 > th dose independent rect. 14 4
727 741.18 radiation 1 720 > th dose independent rect. 17 23
819 742.43 radiation 1 1440 > th dose independent rect. 11 1
836 742.80 radiation 1 720 < th dose independent rect. 5 23
839 742.85 humidity 60 1440 < th dose dependent no NA NA
925 743.23 wind 9 14400 < th dose independent rect. 14 4
931 743.38 radiation 1 720 < th dose dependent rect. 5 23