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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.

Os07g0124900

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

Description : Allergen V5/Tpx-1 related family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.46 (0.0411) R2 : 0.522
β1 : -0.303 (0.159) R2dD : 0.00386 R2D : 0.0276
β2 : 0.822 (0.107) R2dC : 0.0567 R2C : 0.0577
β3 : 3 (0.181) R2dE : 0.374 R2E : 0.412
β4 : -3.92 (0.491) R2dD*C : 0.052 R2D*C : 0.0607
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0068 (0.0898) R2dN8 : -0.000189 R2N8 : -0.000588
σ : 0.764
deviance : 268.8
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_____
C
peak time of C : 5.96
E
wheather : wind
threshold : 7.1
memory length : 2537
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 9.33
open length of G : --

__

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 = sin)

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
259.78 0.757 3.37 -0.639 0.773 1.65 -3.37 -7.44 -0.0298 5.76 7.2 2914 7.59 --
268.8 0.764 3.46 -0.303 0.822 3 -3.92 -- 0.0068 5.96 7.1 2537 9.33 --
285.78 0.787 3.35 -0.588 0.765 1.78 -- -7.02 0.00846 6.03 7.031 2913 8.36 --
295.87 0.801 3.46 -0.246 0.781 3.24 -- -- -0.0374 6.37 7.046 2547 9.54 --
315.42 0.827 3.36 -0.557 -- 1.85 -- -7.02 0.0293 -- 7.1 2829 8.16 --
444.21 0.988 3.56 -1.24 0.849 -- -3.88 -- -0.445 5.29 -- -- -- --
481.66 1.03 3.55 -1.25 0.826 -- -- -- -0.427 5.45 -- -- -- --
325.84 0.841 3.46 -0.239 -- 3.26 -- -- 0.00389 -- 7.1 2600 8.96 --
297.49 0.803 3.46 -- 0.769 3.34 -- -- -0.0183 6.49 7.053 2547 9.51 --
517.18 1.06 3.56 -1.22 -- -- -- -- -0.407 -- -- -- -- --
522.74 1.07 3.52 -- 0.805 -- -- -- -0.288 5.51 -- -- -- --
327.19 0.842 3.47 -- -- 3.35 -- -- 0.0193 -- 6.968 2600 9.11 --
556.49 1.1 3.53 -- -- -- -- -- -0.272 -- -- -- -- --

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
1 267.53 wind 5 4320 < th dose independent rect. 24 1
2 268.42 wind 5 4320 > th dose independent rect. 24 1
3 274.77 wind 7 4320 > th dose independent rect. 17 4
4 275.25 wind 7 4320 > th dose dependent rect. 17 4
9 277.33 wind 9 4320 > th dose independent rect. 17 11
10 277.41 wind 9 4320 > th dose independent rect. 17 9
12 277.51 wind 7 4320 > th dose independent rect. 16 13
17 277.93 wind 7 4320 > th dose independent rect. 15 18
23 278.22 wind 7 4320 < th dose independent rect. 17 4
32 278.85 wind 7 4320 < th dose independent rect. 16 13
36 278.95 wind 7 4320 < th dose independent rect. 16 16
47 279.55 wind 7 4320 < th dose independent rect. 15 18
64 280.42 wind 7 4320 > th dose dependent rect. 17 1
67 280.61 wind 9 4320 < th dose independent rect. 17 1
72 280.89 wind 9 4320 < th dose independent rect. 17 9
76 281.34 wind 7 4320 > th dose dependent rect. 17 11
202 288.02 wind 7 4320 > th dose independent sin 13 NA
219 289.34 wind 7 4320 < th dose independent sin 13 NA
304 295.21 wind 7 4320 > th dose dependent sin 12 NA
320 296.38 wind 5 4320 > th dose dependent rect. 24 1
684 316.42 radiation 1 1440 < th dose independent rect. 11 1
685 316.42 radiation 1 1440 < th dose dependent rect. 11 1
738 318.45 wind 5 4320 > th dose independent rect. 21 1
740 318.52 wind 5 4320 < th dose independent rect. 21 1
817 321.60 wind 9 4320 > th dose dependent rect. 22 1
829 321.96 wind 9 4320 > th dose independent rect. 22 1
887 323.88 wind 1 720 < th dose independent rect. 23 1