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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.

Os08g0442700

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

Description : Similar to SERK1 (Fragment).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 4.73 (0.0345) R2 : 0.453
β1 : -0.958 (0.126) R2dD : 0.0716 R2D : 0.0775
β2 : 1.41 (0.0817) R2dC : 0.357 R2C : 0.348
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.266 (0.0736) R2dN8 : 0.0209 R2N8 : 0.03
σ : 0.648
deviance : 191.71
__
_____
C
peak time of C : 23.9
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 = atmosphere, response mode = > th, dose dependency = dose independent, 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
162.19 0.598 4.77 -0.902 1.41 0.464 1.81 2.04 0.177 0.0224 1006 4792 -- --
168.35 0.604 4.77 -0.797 1.39 0.565 1.77 -- 0.133 0.0433 1006 4392 -- --
176.15 0.618 4.77 -0.967 1.4 0.467 -- 2.02 0.176 23.9 1006 4893 -- --
181.64 0.632 4.76 -0.956 1.4 0.345 -- -- 0.116 23.7 1006 4893 -- --
298.34 0.804 4.75 -0.909 -- 0.6 -- 1.68 0.164 -- 1006 4872 -- --
178.31 0.626 4.72 -0.889 1.42 -- 1.76 -- 0.273 0.0386 -- -- -- --
191.71 0.648 4.73 -0.958 1.41 -- -- -- 0.266 23.9 -- -- -- --
302.9 0.811 4.74 -0.82 -- 0.691 -- -- 0.144 -- 1006 4875 -- --
201.77 0.662 4.74 -- 1.4 0.579 -- -- 0.214 23.8 1006 3208 -- --
316.71 0.832 4.7 -0.915 -- -- -- -- 0.285 -- -- -- -- --
215.89 0.687 4.71 -- 1.4 -- -- -- 0.372 23.9 -- -- -- --
320.23 0.833 4.71 -- -- 0.786 -- -- 0.222 -- 1006 4867 -- --
338.78 0.859 4.68 -- -- -- -- -- 0.386 -- -- -- -- --

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
1 152.78 wind 3.0 14400 < th dose dependent rect. 23 1
2 153.49 wind 1.0 14400 > th dose dependent rect. 22 4
4 153.99 wind 3.0 14400 < th dose dependent rect. 23 4
8 154.21 wind 9.0 14400 < th dose dependent rect. 22 5
9 154.22 wind 1.0 14400 > th dose dependent rect. 23 1
13 154.29 wind 3.0 14400 < th dose independent rect. 22 4
21 154.86 wind 3.0 14400 < th dose dependent rect. 1 2
23 154.90 wind 9.0 14400 < th dose dependent rect. 23 1
27 154.95 wind 3.0 14400 > th dose independent rect. 22 4
32 155.12 wind 3.0 14400 < th dose dependent rect. 21 10
36 155.27 precipitation 0.1 14400 < th dose independent rect. 17 1
37 155.27 precipitation 0.1 14400 < th dose dependent rect. 17 1
38 155.30 precipitation 0.1 14400 > th dose dependent rect. 17 1
45 155.49 humidity 90.0 4320 > th dose dependent rect. 8 1
114 157.30 precipitation 0.1 14400 > th dose independent rect. 17 1
119 157.39 wind 1.0 14400 > th dose independent rect. 20 11
121 157.42 precipitation 0.1 4320 < th dose independent rect. 7 1
122 157.42 precipitation 0.1 4320 < th dose dependent rect. 7 1
124 157.46 wind 3.0 14400 < th dose dependent rect. 5 2
129 157.53 wind 1.0 14400 > th dose dependent rect. 1 1
135 157.58 wind 1.0 14400 < th dose independent rect. 20 11
136 157.58 wind 3.0 14400 < th dose dependent sin 10 NA
154 157.88 wind 3.0 14400 < th dose independent rect. 1 1
167 158.00 wind 1.0 14400 > th dose dependent rect. 22 9
202 158.42 wind 3.0 14400 < th dose independent rect. 22 11
219 158.51 wind 3.0 14400 < th dose independent rect. 22 9
290 159.20 wind 3.0 14400 > th dose independent rect. 6 3
292 159.21 atmosphere 1005.0 4320 > th dose independent rect. 21 1
315 159.41 wind 1.0 14400 < th dose independent rect. 4 4
319 159.44 atmosphere 1005.0 4320 > th dose independent rect. 21 3
330 159.50 wind 1.0 14400 > th dose independent sin 10 NA
335 159.53 wind 1.0 14400 < th dose independent rect. 1 7
344 159.56 wind 1.0 14400 > th dose independent rect. 1 7
364 159.63 wind 1.0 14400 < th dose independent sin 10 NA
391 159.78 wind 3.0 14400 > th dose independent rect. 8 1
461 160.15 precipitation 0.1 4320 > th dose independent rect. 7 1
463 160.15 precipitation 0.1 4320 > th dose dependent rect. 7 1
479 160.24 atmosphere 1005.0 4320 < th dose independent rect. 21 3
483 160.25 humidity 80.0 1440 < th dose independent rect. 11 1
492 160.29 temperature 20.0 720 > th dose dependent rect. 22 1
510 160.38 atmosphere 1005.0 4320 > th dose independent rect. 7 1
602 160.74 atmosphere 1005.0 4320 < th dose independent rect. 7 1
613 160.76 atmosphere 1005.0 4320 > th dose independent rect. 20 12
617 160.77 wind 1.0 14400 > th dose independent rect. 1 10
627 160.82 wind 3.0 14400 < th dose independent rect. 8 1
635 160.83 humidity 90.0 4320 > th dose independent rect. 8 1
666 160.95 humidity 80.0 1440 > th dose independent rect. 11 1
690 161.02 atmosphere 1005.0 4320 < th dose independent rect. 20 12
692 161.02 temperature 20.0 270 > th dose dependent rect. 22 9
711 161.07 atmosphere 995.0 10 > th dose dependent rect. 15 15
847 161.44 temperature 10.0 30 > th dose dependent rect. 14 16
861 161.48 wind 1.0 14400 > th dose dependent rect. 5 4
895 161.57 atmosphere 1005.0 4320 > th dose independent rect. 20 18
911 161.61 temperature 25.0 270 > th dose independent rect. 14 3
921 161.64 atmosphere 1005.0 270 > th dose independent rect. 12 21
979 161.78 atmosphere 1005.0 4320 > th dose independent sin 10 NA
981 161.78 humidity 90.0 30 < th dose independent rect. 1 13
994 161.81 precipitation 0.1 14400 > th dose independent rect. 15 1
1000 161.81 precipitation 0.1 14400 > th dose dependent rect. 15 1