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Os04g0349700

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

Description : Leucine-rich repeat, typical subtype containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.0363) R2 : 0.783
β1 : 1.5 (0.134) R2dD : 0.0641 R2D : 0.0663
β2 : 3.04 (0.0852) R2dC : 0.606 R2C : 0.605
β3 : -1.65 (0.15) R2dE : 0.066 R2E : 0.0665
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.16 (0.472) R2dD*E : 0.0396 R2D*E : 0.0338
γ1 : 0.213 (0.0807) R2dN8 : 0.0048 R2N8 : 0.00668
σ : 0.668
deviance : 205.65
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C
peak time of C : 13
E
wheather : radiation
threshold : 19.22
memory length : 1337
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 11.2
open length of G : 0.967

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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 = 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
199.04 0.663 10.3 1.45 3.02 -1.61 1.33 4.09 0.211 13 20 1331 11.2 1.04
227.55 0.703 10.3 1.58 2.94 -1.28 1.16 -- 0.283 13 21.6 1269 11.6 1.68
205.65 0.668 10.3 1.5 3.04 -1.65 -- 4.16 0.213 13 19.22 1337 11.2 0.967
232.81 0.711 10.3 1.68 2.92 -1.28 -- -- 0.323 13.1 21.56 1174 11.7 1.62
239.19 0.72 10.3 1.58 -- -3.26 -- -1.79 0.264 -- 44.84 849 14.5 5.76
272.6 0.774 10.2 1.78 3.07 -- 1.07 -- 0.539 12.9 -- -- -- --
277.35 0.78 10.2 1.82 3.07 -- -- -- 0.546 13 -- -- -- --
234.13 0.713 10.3 1.75 -- -3.33 -- -- 0.469 -- 49.28 856 14.4 5.88
306.31 0.815 10.3 -- 2.97 -1.31 -- -- 0.211 13 23.02 1274 11.8 1.5
863.54 1.37 10.3 1.7 -- -- -- -- 0.487 -- -- -- -- --
364.33 0.893 10.3 -- 3.04 -- -- -- 0.343 12.9 -- -- -- --
314.26 0.826 10.3 -- -- -3.51 -- -- 0.228 -- 52.03 866 13.6 6.91
939.97 1.43 10.3 -- -- -- -- -- 0.298 -- -- -- -- --

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
1 209.51 radiation 20.0 1440 < th dose dependent rect. 11 1
2 209.97 humidity 60.0 14400 > th dose independent rect. 24 8
4 211.59 radiation 1.0 1440 > th dose independent rect. 13 1
5 211.68 radiation 1.0 1440 > th dose independent rect. 11 3
11 212.82 radiation 1.0 1440 < th dose independent rect. 13 1
12 212.82 radiation 1.0 1440 < th dose dependent rect. 13 1
13 212.98 radiation 1.0 1440 < th dose independent rect. 11 3
14 212.98 radiation 1.0 1440 < th dose dependent rect. 11 3
15 213.01 radiation 1.0 1440 < th dose independent rect. 11 1
16 213.01 radiation 1.0 1440 < th dose dependent rect. 11 1
17 213.04 temperature 20.0 1440 > th dose independent rect. 22 3
18 213.06 temperature 20.0 1440 < th dose independent rect. 22 3
19 213.24 temperature 20.0 1440 > th dose independent rect. 23 1
20 213.24 temperature 20.0 1440 > th dose independent rect. 21 6
23 213.38 temperature 20.0 1440 < th dose independent rect. 21 6
25 213.47 temperature 20.0 1440 < th dose independent rect. 23 1
52 214.10 humidity 60.0 14400 > th dose independent rect. 21 11
81 215.50 temperature 20.0 1440 > th dose independent rect. 6 1
86 215.69 humidity 70.0 14400 < th dose dependent rect. 21 1
100 216.27 radiation 10.0 4320 < th dose dependent rect. 24 5
122 217.21 radiation 20.0 1440 < th dose independent rect. 11 1
138 217.79 temperature 20.0 1440 < th dose independent rect. 20 11
140 217.87 temperature 20.0 1440 > th dose independent rect. 20 11
166 218.90 temperature 20.0 1440 < th dose independent rect. 6 1
183 219.31 humidity 60.0 14400 < th dose independent rect. 6 1
185 219.31 humidity 60.0 14400 < th dose independent rect. 20 1
187 219.31 radiation 20.0 14400 > th dose independent rect. 17 1
238 219.31 humidity 60.0 14400 < th dose dependent rect. 6 1
242 219.31 radiation 20.0 14400 > th dose dependent rect. 17 1
299 219.48 radiation 10.0 1440 < th dose dependent rect. 8 10
322 220.10 radiation 10.0 1440 < th dose dependent rect. 8 13
323 220.10 radiation 10.0 1440 < th dose dependent rect. 8 15
335 220.29 radiation 10.0 1440 < th dose dependent rect. 8 19
336 220.30 temperature 20.0 1440 > th dose independent sin 11 NA
344 220.47 temperature 20.0 1440 < th dose independent sin 11 NA
367 220.82 radiation 10.0 4320 < th dose dependent rect. 21 8
368 220.84 humidity 50.0 90 > th dose dependent rect. 24 23
391 221.49 radiation 10.0 1440 < th dose dependent sin 21 NA
395 221.51 humidity 60.0 14400 > th dose independent rect. 7 1
423 222.31 humidity 90.0 14400 > th dose dependent rect. 6 1
459 223.29 wind 7.0 4320 > th dose independent rect. 18 1
471 223.47 radiation 10.0 270 < th dose dependent rect. 22 22
520 224.54 temperature 20.0 270 > th dose independent rect. 15 17
587 225.24 precipitation 0.1 270 > th dose independent rect. 2 2
588 225.25 temperature 20.0 1440 < th dose dependent rect. 3 1
609 225.46 precipitation 0.1 270 > th dose dependent rect. 2 2
629 225.64 wind 7.0 4320 < th dose independent rect. 18 1
678 226.06 radiation 10.0 1440 < th dose independent rect. 13 8
688 226.11 radiation 20.0 270 < th dose dependent rect. 24 19
697 226.22 radiation 10.0 1440 < th dose independent rect. 13 14
719 226.31 humidity 70.0 14400 > th dose independent rect. 21 7
765 226.63 humidity 50.0 14400 > th dose dependent rect. 22 10
803 226.96 humidity 80.0 14400 > th dose dependent rect. 4 3
804 226.96 atmosphere 995.0 43200 < th dose dependent rect. 11 22
806 226.98 radiation 10.0 270 < th dose independent rect. 24 19
828 227.11 radiation 10.0 270 < th dose independent rect. 23 21
830 227.13 wind 7.0 4320 > th dose dependent rect. 18 1
860 227.25 radiation 20.0 90 < th dose dependent rect. 24 23
877 227.36 atmosphere 995.0 43200 < th dose dependent rect. 10 20
883 227.39 radiation 30.0 4320 < th dose independent rect. 7 1
895 227.44 atmosphere 995.0 43200 < th dose independent rect. 24 15
901 227.48 atmosphere 995.0 43200 < th dose dependent rect. 11 16
913 227.56 humidity 50.0 14400 > th dose dependent rect. 23 1
920 227.57 atmosphere 995.0 43200 > th dose independent rect. 24 14
975 227.87 humidity 50.0 270 > th dose dependent rect. 24 11