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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.

Os02g0650900

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

Description : Similar to Glutamate dehydrogenase 2 (EC 1.4.1.3) (GDH 2).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3 (0.0306) R2 : 0.00573
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.104 (0.0643) R2dN8 : 0.0074 R2N8 : 0.00573
σ : 0.576
deviance : 152.05
__
_____
C
peak time of C : --
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 = humidity, 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
145.4 0.567 3 -0.294 0.061 -0.018 0.0461 1.71 0.0636 2.29 76.15 758 -- --
149.31 0.569 3 -0.163 0.0231 0.135 -0.725 -- 0.0919 20.8 -53.1 206 -- --
145.4 0.562 3 -0.297 0.06 -0.0176 -- 1.73 0.0622 2.37 74 751 -- --
150.84 0.572 3 -0.141 0.0724 0.181 -- -- 0.0921 20.6 -44.18 392 -- --
145.61 0.562 3 -0.296 -- -0.0264 -- 1.75 0.0623 -- 74 749 -- --
149.82 0.574 3 -0.165 0.00987 -- -0.723 -- 0.0887 20.6 -- -- -- --
151.22 0.576 3 -0.145 0.0711 -- -- -- 0.0868 2.34 -- -- -- --
150.97 0.572 3 -0.142 -- 0.14 -- -- 0.0891 -- -126.8 199 -- --
151.29 0.573 3 -- 0.101 0.196 -- -- 0.108 21.7 -63.31 589 -- --
151.52 0.575 3 -0.142 -- -- -- -- 0.0886 -- -- -- -- --
151.78 0.576 3 -- 0.0684 -- -- -- 0.103 2.3 -- -- -- --
151.46 0.573 3 -- -- 0.161 -- -- 0.11 -- -63.42 1698 -- --
152.05 0.576 3 -- -- -- -- -- 0.104 -- -- -- -- --

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
1 141.98 radiation 20.0 10 > th dose independent rect. 7 1
49 142.79 radiation 10.0 43200 < th dose dependent rect. 21 1
69 143.25 radiation 10.0 30 > th dose dependent rect. 7 1
85 143.40 atmosphere 1005.0 90 < th dose independent rect. 6 1
100 143.49 wind 9.0 90 > th dose independent rect. 14 3
105 143.62 wind 9.0 90 > th dose dependent rect. 14 4
121 143.88 wind 9.0 90 > th dose independent rect. 14 9
139 143.96 wind 9.0 90 > th dose dependent rect. 14 9
165 144.14 wind 1.0 30 < th dose dependent rect. 21 2
169 144.14 humidity 80.0 720 > th dose dependent rect. 1 18
204 144.23 temperature 25.0 10 > th dose independent rect. 20 1
217 144.25 radiation 20.0 10 > th dose independent sin 10 NA
219 144.25 temperature 25.0 30 > th dose dependent rect. 20 1
251 144.33 temperature 10.0 1440 > th dose independent rect. 21 1
254 144.33 temperature 30.0 1440 < th dose independent rect. 21 1
258 144.33 humidity 50.0 1440 > th dose independent rect. 21 1
264 144.33 atmosphere 995.0 1440 > th dose independent rect. 21 1
265 144.33 radiation 1.0 1440 < th dose independent rect. 21 1
286 144.33 temperature 10.0 1440 > th dose independent rect. 22 23
305 144.46 wind 3.0 30 > th dose independent rect. 20 1
306 144.46 humidity 90.0 30 < th dose independent rect. 20 1
400 144.61 wind 1.0 10 < th dose dependent rect. 8 15
427 144.66 wind 9.0 10 > th dose independent rect. 15 1
435 144.66 wind 9.0 10 > th dose dependent rect. 15 1
443 144.67 atmosphere 1005.0 30 > th dose dependent rect. 20 1
469 144.75 radiation 20.0 10 < th dose independent sin 10 NA
472 144.77 humidity 90.0 30 < th dose dependent rect. 20 1
475 144.79 wind 9.0 90 < th dose independent sin 13 NA
476 144.79 humidity 70.0 720 > th dose dependent sin 4 NA
478 144.80 humidity 80.0 720 > th dose independent rect. 1 16
481 144.81 wind 1.0 30 > th dose dependent rect. 20 1
482 144.82 wind 1.0 10 < th dose independent rect. 22 1
487 144.83 humidity 90.0 720 < th dose independent rect. 24 18
489 144.84 humidity 80.0 720 > th dose dependent sin 2 NA
537 144.93 humidity 80.0 30 > th dose independent rect. 20 1
547 144.97 wind 5.0 30 < th dose independent rect. 20 1
558 144.99 temperature 20.0 30 > th dose dependent rect. 20 7
570 145.04 temperature 10.0 30 > th dose independent rect. 20 1
572 145.04 temperature 30.0 30 < th dose independent rect. 20 1
573 145.04 humidity 50.0 30 > th dose independent rect. 20 1
576 145.04 atmosphere 995.0 30 > th dose independent rect. 20 1
577 145.04 atmosphere 1005.0 30 > th dose independent rect. 20 1
578 145.04 atmosphere 1010.0 30 < th dose independent rect. 20 1
580 145.04 radiation 1.0 30 < th dose independent rect. 20 1
585 145.04 precipitation 0.1 30 < th dose independent rect. 20 1
586 145.04 humidity 90.0 30 < th dose independent rect. 6 2
588 145.04 temperature 10.0 30 > th dose independent rect. 21 23
589 145.04 radiation 1.0 30 < th dose dependent rect. 20 1
594 145.04 precipitation 0.1 30 < th dose dependent rect. 20 1
605 145.07 wind 9.0 10 > th dose independent rect. 18 1
608 145.07 wind 9.0 10 > th dose dependent rect. 18 1
642 145.14 humidity 80.0 1440 > th dose independent rect. 24 2
662 145.15 temperature 20.0 10 > th dose dependent rect. 6 2
669 145.17 wind 9.0 30 < th dose dependent rect. 20 1
671 145.18 humidity 90.0 720 < th dose independent rect. 3 15
674 145.18 humidity 50.0 30 > th dose dependent rect. 20 1
697 145.22 wind 9.0 90 > th dose independent sin 14 NA
698 145.22 humidity 80.0 30 < th dose independent rect. 1 5
708 145.23 humidity 80.0 30 < th dose dependent rect. 1 5
724 145.26 wind 9.0 90 > th dose dependent sin 13 NA
727 145.27 humidity 80.0 720 < th dose independent rect. 1 1
732 145.27 humidity 80.0 720 < th dose dependent rect. 1 1
776 145.31 atmosphere 1015.0 30 < th dose dependent rect. 20 1
793 145.34 wind 1.0 30 < th dose dependent rect. 9 3
810 145.38 precipitation 0.1 10 > th dose independent rect. 19 1
840 145.38 precipitation 0.1 10 > th dose dependent rect. 19 1
870 145.39 humidity 80.0 720 > th dose independent sin 3 NA
877 145.39 humidity 90.0 90 > th dose dependent rect. 18 1
894 145.40 humidity 50.0 720 > th dose dependent rect. 1 8
895 145.40 humidity 90.0 720 < th dose dependent rect. 24 10
908 145.42 wind 9.0 30 < th dose independent rect. 21 23
965 145.48 humidity 80.0 720 > th dose dependent rect. 12 23
969 145.49 humidity 80.0 720 > th dose dependent no NA NA
973 145.50 temperature 25.0 270 < th dose independent rect. 17 12
980 145.50 humidity 80.0 720 > th dose dependent rect. 8 23
1000 145.54 humidity 90.0 720 < th dose independent sin 3 NA