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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.

Os04g0508900

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

Description : Ssl1-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.91 (0.0198) R2 : 0.378
β1 : 0.688 (0.077) R2dD : 0.15 R2D : -0.208
β2 : -- (--) R2dC : -- R2C : --
β3 : 24.6 (1.49) R2dE : 13.8 R2E : -13.6
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 119 (7.14) R2dD*E : 13.9 R2D*E : -13.3
γ1 : 0.0759 (0.0389) R2dN8 : 0.00708 R2N8 : -0.0878
σ : 0.34
deviance : 53.45
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_____
C
peak time of C : --
E
wheather : wind
threshold : 7
memory length : 89
response mode : > th
dose dependency : dose independent
G
type of G : rect.
peak or start time of G : 3
open length of G : 5.99

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, 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
53.2 0.34 2.91 0.689 0.0611 24.5 -0.126 118 0.0788 16 7 90 3 6
804.92 1.32 3.16 0.936 0.187 24.7 0.374 -- 0.327 3.8 6.555 6 3.25 6.25
53.22 0.34 2.91 0.689 0.0656 24.6 -- 118 0.078 17.3 7.001 91 3 6
84.52 0.428 2.78 0.0603 0.0703 0.366 -- -- 0.0792 16.3 4.705 5 3.82 7.88
53.45 0.34 2.91 0.688 -- 24.6 -- 119 0.0759 -- 7 89 3 5.99
85.27 0.433 2.78 0.0534 0.0649 -- -0.114 -- 0.0688 15 -- -- -- --
85.31 0.433 2.78 0.0509 0.0641 -- -- -- 0.0681 14.7 -- -- -- --
83.6 0.426 2.77 0.106 -- 0.429 -- -- 0.0954 -- 4.801 24 3.79 7.85
81.04 0.419 2.81 -- 0.105 0.894 -- -- 0.0612 15.6 5 102 2.73 7
85.55 0.432 2.78 0.0481 -- -- -- -- 0.0665 -- -- -- -- --
85.38 0.432 2.78 -- 0.0632 -- -- -- 0.0624 14.7 -- -- -- --
80.35 0.417 2.78 -- -- 1.11 -- -- 0.0822 -- 5.147 102 3.33 6.45
85.62 0.432 2.78 -- -- -- -- -- 0.0611 -- -- -- -- --

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 53.20 wind 7.0 90 > th dose independent rect. 3 6
2 53.20 wind 7.0 90 > th dose independent rect. 1 8
3 53.21 wind 7.0 90 > th dose independent rect. 8 1
9 53.21 wind 7.0 90 > th dose dependent rect. 8 1
46 68.56 radiation 20.0 270 > th dose dependent rect. 6 1
61 69.04 radiation 20.0 270 > th dose independent rect. 6 1
78 70.53 radiation 40.0 90 > th dose dependent rect. 8 1
95 70.63 temperature 25.0 10 < th dose dependent rect. 9 1
108 72.76 wind 5.0 90 > th dose independent rect. 23 11
110 72.92 wind 5.0 90 > th dose dependent rect. 23 11
111 73.01 wind 7.0 720 > th dose independent rect. 8 1
166 74.30 wind 5.0 720 > th dose dependent rect. 8 1
235 76.28 temperature 25.0 10 < th dose dependent rect. 9 9
243 76.46 wind 7.0 720 > th dose dependent rect. 1 8
281 77.52 humidity 80.0 90 < th dose dependent rect. 8 1
284 77.57 wind 5.0 90 > th dose dependent rect. 17 17
289 77.66 temperature 25.0 10 < th dose dependent rect. 9 7
310 78.02 humidity 70.0 90 < th dose independent rect. 8 2
317 78.19 temperature 25.0 10 < th dose independent rect. 9 1
418 78.70 wind 5.0 30 > th dose dependent rect. 15 19
433 78.90 wind 5.0 90 > th dose independent rect. 17 17
451 79.13 wind 5.0 90 > th dose independent rect. 15 19
457 79.16 wind 7.0 1440 < th dose independent rect. 1 8
492 79.25 humidity 90.0 720 < th dose dependent rect. 6 1
519 79.45 wind 7.0 1440 < th dose independent rect. 8 1
565 79.69 temperature 25.0 720 < th dose dependent rect. 9 1
570 79.72 precipitation 0.1 1440 > th dose dependent rect. 17 1
582 79.77 wind 7.0 1440 < th dose independent rect. 6 3
598 79.86 radiation 20.0 90 > th dose independent rect. 8 1
627 80.01 radiation 20.0 10 < th dose independent rect. 10 1
739 80.45 precipitation 0.1 1440 < th dose independent rect. 17 1
740 80.45 temperature 25.0 10 < th dose dependent sin 22 NA
741 80.45 precipitation 0.1 1440 < th dose dependent rect. 17 1
758 80.52 precipitation 0.1 1440 > th dose independent rect. 17 1
850 80.83 radiation 20.0 1440 < th dose independent rect. 1 6
857 80.87 humidity 90.0 720 < th dose independent rect. 5 1
866 80.88 wind 1.0 1440 < th dose dependent rect. 20 1
884 80.94 temperature 25.0 720 < th dose dependent rect. 7 7
890 80.96 wind 1.0 1440 < th dose dependent rect. 18 3
942 81.08 temperature 25.0 90 < th dose dependent rect. 8 15
992 81.18 radiation 20.0 90 > th dose dependent rect. 8 1
995 81.19 temperature 20.0 1440 > th dose independent rect. 21 1