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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.

Os08g0467300

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

Description : Epsin, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.02 (0.0436) R2 : 0.745
β1 : -4.4 (0.206) R2dD : 0.597 R2D : 0.128
β2 : 2.7 (0.0976) R2dC : 0.431 R2C : 0.359
β3 : 1.12 (0.213) R2dE : 0.0412 R2E : 0.0113
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 6.62 (0.721) R2dD*E : 0.214 R2D*E : -0.445
γ1 : -0.817 (0.0902) R2dN8 : 0.0779 R2N8 : -0.0362
σ : 0.701
deviance : 226.4
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_____
C
peak time of C : 6.68
E
wheather : radiation
threshold : 1.04
memory length : 12887
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
224.95 0.705 5.01 -4.38 2.7 1.1 -0.77 6.58 -0.813 6.67 1.12 12877 -- --
251.02 0.744 4.8 -2.99 2.96 0.928 -0.41 -- -0.569 7.83 29.16 17600 -- --
226.4 0.701 5.02 -4.4 2.7 1.12 -- 6.62 -0.817 6.68 1.04 12887 -- --
246 0.73 4.69 -3.1 2.76 0.928 -- -- -0.193 6.99 56.81 21930 -- --
521.19 1.06 5.12 -4.05 -- 3.03 -- 8.92 -0.964 -- 0.7239 12302 -- --
267.58 0.767 4.81 -3.02 2.7 -- -0.68 -- -0.572 6.79 -- -- -- --
268.76 0.768 4.81 -3.04 2.7 -- -- -- -0.571 6.8 -- -- -- --
320.8 0.834 4.79 -2.6 -- 4.08 -- -- -0.0651 -- 4.695 3688 -- --
489.08 1.04 4.72 -- 2.89 1.15 -- -- -0.234 7.82 52.02 19058 -- --
650.2 1.19 4.87 -2.98 -- -- -- -- -0.518 -- -- -- -- --
511.55 1.06 4.73 -- 2.66 -- -- -- -0.233 6.86 -- -- -- --
479.07 1.02 4.83 -- -- 4.45 -- -- -0.000252 -- 3.142 2280 -- --
883.69 1.39 4.79 -- -- -- -- -- -0.188 -- -- -- -- --

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
1 218.27 humidity 90.0 14400 < th dose independent rect. 21 6
2 218.30 humidity 90.0 14400 < th dose independent rect. 20 8
5 218.66 humidity 90.0 14400 > th dose independent rect. 21 10
6 218.80 humidity 90.0 14400 > th dose independent rect. 22 4
7 218.81 humidity 90.0 14400 > th dose independent rect. 21 6
10 219.04 humidity 90.0 14400 < th dose independent rect. 20 10
47 220.58 radiation 40.0 43200 < th dose dependent rect. 24 5
64 221.21 precipitation 0.1 43200 > th dose dependent rect. 5 2
65 221.22 radiation 10.0 270 < th dose independent rect. 3 17
71 221.40 precipitation 0.1 43200 > th dose independent rect. 5 2
72 221.58 humidity 90.0 14400 < th dose independent sin 11 NA
73 221.58 radiation 30.0 270 < th dose dependent rect. 3 17
79 221.69 humidity 90.0 14400 > th dose independent sin 10 NA
92 221.98 humidity 80.0 14400 > th dose dependent rect. 22 4
99 222.07 temperature 25.0 43200 < th dose dependent rect. 20 2
100 222.07 temperature 25.0 43200 < th dose dependent rect. 15 8
138 222.25 radiation 20.0 270 < th dose independent rect. 1 21
144 222.28 humidity 80.0 14400 > th dose dependent rect. 24 1
169 222.40 temperature 25.0 43200 < th dose dependent sin 19 NA
177 222.43 wind 1.0 43200 < th dose independent rect. 2 2
183 222.46 precipitation 0.1 43200 < th dose independent rect. 5 2
187 222.46 precipitation 0.1 43200 < th dose dependent rect. 5 2
200 222.52 temperature 25.0 43200 < th dose independent rect. 14 1
225 222.61 radiation 1.0 14400 < th dose independent rect. 18 11
230 222.63 wind 1.0 43200 > th dose independent rect. 2 2
285 222.84 temperature 25.0 43200 > th dose independent rect. 14 1
315 222.96 precipitation 0.1 43200 < th dose independent rect. 4 4
317 222.96 precipitation 0.1 43200 < th dose dependent rect. 4 4
396 223.18 temperature 25.0 43200 < th dose dependent no NA NA
412 223.21 temperature 25.0 43200 < th dose dependent rect. 12 23
416 223.22 temperature 25.0 43200 < th dose dependent rect. 7 4
421 223.22 temperature 25.0 43200 < th dose dependent rect. 19 23
423 223.23 temperature 25.0 43200 < th dose dependent rect. 8 1
514 223.39 radiation 30.0 270 < th dose dependent rect. 1 21
538 223.44 humidity 50.0 43200 > th dose dependent rect. 21 1
610 223.62 wind 1.0 43200 > th dose independent rect. 10 12
612 223.62 temperature 30.0 43200 < th dose dependent rect. 11 4
644 223.70 temperature 30.0 43200 < th dose dependent rect. 11 1
645 223.70 humidity 90.0 14400 > th dose dependent rect. 5 2
711 223.84 temperature 10.0 43200 > th dose dependent rect. 22 1
804 223.99 humidity 50.0 43200 > th dose dependent rect. 19 5