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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.

Os03g0445700

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

Description : Similar to LOB domain protein 39.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.5 (0.0416) R2 : 0.769
β1 : -4.02 (0.154) R2dD : 0.389 R2D : 0.326
β2 : 1.81 (0.109) R2dC : 0.158 R2C : 0.169
β3 : 0.351 (0.201) R2dE : 0.00225 R2E : 0.0421
β4 : -4.3 (0.471) R2dD*C : 0.0469 R2D*C : 0.0794
β5 : -9.39 (0.74) R2dD*E : 0.117 R2D*E : 0.183
γ1 : -0.585 (0.0877) R2dN8 : 0.0312 R2N8 : -0.00689
σ : 0.761
deviance : 262.61
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_____
C
peak time of C : 3.97
E
wheather : wind
threshold : 3.084
memory length : 729
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 17.1
open length of G : 1.07

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose dependent, 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
262.61 0.761 4.5 -4.02 1.81 0.351 -4.3 -9.39 -0.585 3.97 3.084 729 17.1 1.07
333.52 0.851 4.55 -3.44 1.95 1.11 -6.14 -- -0.657 2.99 4.221 2862 17.3 1.13
292.77 0.797 4.53 -4.01 1.68 0.767 -- -8.9 -0.657 4.51 2.275 833 17.2 1.87
441.52 0.979 4.48 -3.66 1.75 2.23 -- -- -0.452 4.31 3.896 826 17.2 0.9
361.82 0.886 4.49 -3.79 -- 2.03 -- -9.05 -0.573 -- 1.661 847 17.2 2.25
349.26 0.876 4.67 -4.17 1.93 -- -6.84 -- -0.788 2.7 -- -- -- --
506.71 1.05 4.63 -4.01 1.97 -- -- -- -0.751 3.32 -- -- -- --
493.71 1.03 4.65 -3.83 -- 2.29 -- -- -0.77 -- -3.096 732 18.8 3.99
668.15 1.2 4.45 -- 2.02 3.5 -- -- -0.58 4.28 4.581 6620 17.1 0.533
725.18 1.26 4.63 -3.92 -- -- -- -- -0.699 -- -- -- -- --
930.17 1.43 4.53 -- 1.89 -- -- -- -0.304 3.33 -- -- -- --
727.13 1.26 4.36 -- -- 3.8 -- -- 0.0438 -- 5 46906 17.2 0.417
1131.55 1.57 4.53 -- -- -- -- -- -0.263 -- -- -- -- --

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
1 268.84 wind 5 720 > th dose independent rect. 17 2
2 270.63 wind 3 720 > th dose dependent rect. 17 1
12 280.83 temperature 25 270 > th dose independent rect. 14 12
14 281.43 temperature 25 270 > th dose independent sin 15 NA
21 282.46 temperature 25 270 < th dose independent rect. 15 13
32 283.01 radiation 1 720 < th dose dependent sin 19 NA
39 284.49 radiation 1 720 < th dose independent sin 19 NA
76 287.79 radiation 1 720 > th dose independent rect. 13 6
87 287.85 radiation 1 720 < th dose dependent sin 0 NA
90 287.90 temperature 25 90 < th dose independent sin 14 NA
97 288.41 radiation 1 720 > th dose independent rect. 15 15
120 289.50 temperature 25 720 > th dose dependent rect. 15 1
121 289.50 radiation 1 720 < th dose dependent rect. 7 17
124 289.61 radiation 1 720 > th dose independent sin 15 NA
130 289.77 radiation 1 720 < th dose dependent rect. 10 14
140 289.94 radiation 1 720 < th dose independent rect. 10 14
141 289.95 temperature 25 720 > th dose independent rect. 14 5
144 289.98 radiation 1 720 < th dose independent rect. 7 17
158 290.33 temperature 25 720 > th dose independent rect. 13 8
163 290.37 temperature 25 720 > th dose dependent rect. 13 6
224 291.78 temperature 25 720 > th dose dependent rect. 12 13
277 292.75 radiation 1 720 < th dose independent rect. 3 15
286 292.96 radiation 1 720 < th dose independent sin 0 NA
332 294.14 radiation 1 720 > th dose independent rect. 11 7
337 294.22 temperature 25 720 > th dose dependent sin 17 NA
385 294.77 radiation 1 720 < th dose dependent rect. 11 18
448 295.68 radiation 1 720 < th dose dependent rect. 3 17
451 295.73 temperature 25 270 > th dose dependent sin 12 NA
479 296.27 radiation 1 720 < th dose independent rect. 11 17
483 296.34 radiation 1 720 < th dose independent rect. 3 17
546 296.85 wind 1 720 > th dose dependent sin 18 NA
581 297.47 radiation 20 14400 > th dose independent rect. 16 2
635 298.00 wind 7 720 < th dose independent rect. 13 6
658 298.32 radiation 1 720 > th dose independent rect. 7 11
712 298.74 radiation 1 720 > th dose independent rect. 7 22
745 299.06 temperature 25 720 > th dose independent rect. 15 1
746 299.08 radiation 1 720 > th dose independent rect. 9 9
752 299.17 wind 3 720 > th dose independent rect. 10 10
790 299.60 radiation 1 720 > th dose independent rect. 9 20
864 300.06 radiation 10 43200 < th dose dependent rect. 18 11
876 300.12 wind 5 720 < th dose independent rect. 17 2
884 300.17 wind 3 720 > th dose independent rect. 10 12
937 300.61 wind 5 720 < th dose independent rect. 13 18
966 300.83 radiation 1 720 > th dose dependent rect. 15 15
980 300.96 radiation 10 43200 < th dose dependent rect. 18 1
994 301.04 radiation 1 720 > th dose dependent rect. 15 3