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Os02g0485000

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

Description : Transferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.71 (0.0373) R2 : 0.65
β1 : 2.72 (0.142) R2dD : 0.334 R2D : 0.418
β2 : -- (--) R2dC : -- R2C : --
β3 : -1.74 (0.14) R2dE : 0.145 R2E : 0.177
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 4.1 (0.479) R2dD*E : 0.06 R2D*E : 0.148
γ1 : 0.194 (0.085) R2dN8 : 0.00575 R2N8 : 0.0114
σ : 0.68
deviance : 213.14
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C
peak time of C : --
E
wheather : radiation
threshold : 19.99
memory length : 1260
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 11.1
open length of G : 5.51

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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
208.21 0.678 8.71 2.73 0.282 -1.72 0.477 3.87 0.192 13.3 19.58 1283 11.4 5.14
237.88 0.718 8.69 3.1 0.29 -1.68 0.0942 -- 0.269 13.4 21.1 1264 11.8 4.82
208.62 0.673 8.71 2.72 0.298 -1.68 -- 4.09 0.191 13.8 19.69 1281 11.1 5.38
237.36 0.718 8.69 3.09 0.314 -1.61 -- -- 0.303 14.4 21.08 1264 11.8 4.83
213.14 0.68 8.71 2.72 -- -1.74 -- 4.1 0.194 -- 19.99 1260 11.1 5.51
302.25 0.815 8.58 3.33 0.438 -- -0.43 -- 0.701 14.2 -- -- -- --
302.82 0.815 8.58 3.32 0.436 -- -- -- 0.698 13.8 -- -- -- --
241.15 0.723 8.68 3.13 -- -1.69 -- -- 0.312 -- 21.36 1215 11.8 5.02
488.12 1.03 8.73 -- 0.146 -2 -- -- -0.0186 14.1 26.82 1223 11.8 4.53
314.32 0.828 8.59 3.3 -- -- -- -- 0.688 -- -- -- -- --
592.66 1.14 8.67 -- 0.376 -- -- -- 0.329 13.6 -- -- -- --
486.22 1.03 8.76 -- -- -1.92 -- -- -0.127 -- 31.48 1258 11.8 3.8
601.3 1.14 8.67 -- -- -- -- -- 0.322 -- -- -- -- --

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
1 217.18 radiation 20.0 1440 < th dose dependent rect. 11 6
2 218.48 humidity 90.0 720 > th dose dependent rect. 20 1
7 219.79 radiation 20.0 1440 < th dose dependent rect. 11 12
11 219.81 radiation 20.0 1440 < th dose dependent rect. 11 16
18 220.50 humidity 90.0 720 > th dose dependent rect. 20 3
47 223.55 wind 7.0 4320 > th dose independent rect. 17 2
72 223.86 radiation 10.0 1440 < th dose dependent sin 20 NA
75 223.97 wind 7.0 4320 < th dose independent rect. 17 2
102 224.34 radiation 1.0 1440 < th dose independent rect. 11 1
103 224.34 radiation 1.0 1440 < th dose dependent rect. 11 1
108 224.72 radiation 10.0 1440 < th dose dependent rect. 14 1
148 226.42 radiation 1.0 1440 < th dose independent rect. 9 6
150 226.51 radiation 1.0 1440 < th dose independent rect. 11 4
160 226.87 radiation 10.0 1440 > th dose independent rect. 11 22
197 227.58 radiation 1.0 1440 > th dose independent rect. 9 6
198 227.58 radiation 10.0 1440 > th dose independent rect. 11 6
257 228.55 radiation 1.0 1440 > th dose independent rect. 12 3
276 229.11 radiation 20.0 1440 < th dose dependent rect. 11 1
284 229.50 radiation 10.0 1440 > th dose independent sin 22 NA
300 229.71 radiation 10.0 1440 > th dose independent rect. 8 9
314 230.01 radiation 10.0 1440 > th dose independent rect. 8 23
333 230.20 radiation 10.0 1440 > th dose independent rect. 11 1
347 230.50 precipitation 0.1 270 > th dose dependent rect. 2 2
349 230.51 precipitation 0.1 270 > th dose independent rect. 2 2
362 230.75 radiation 10.0 1440 > th dose independent rect. 5 12
389 230.80 wind 7.0 4320 > th dose dependent rect. 17 2
409 231.20 radiation 10.0 1440 > th dose independent no NA NA
589 232.65 radiation 10.0 1440 > th dose independent rect. 14 23
684 233.75 radiation 1.0 1440 > th dose dependent rect. 11 6
694 233.91 radiation 20.0 1440 < th dose independent rect. 11 18
695 233.92 radiation 20.0 1440 < th dose independent rect. 11 12
702 233.94 radiation 20.0 1440 < th dose independent rect. 11 16
744 234.23 humidity 80.0 1440 > th dose independent rect. 1 16
779 234.55 humidity 80.0 1440 < th dose dependent rect. 23 17
781 234.59 humidity 80.0 1440 < th dose independent rect. 2 15
782 234.59 humidity 80.0 1440 < th dose dependent rect. 21 19
809 234.80 humidity 80.0 1440 < th dose independent rect. 6 11
839 235.09 humidity 80.0 1440 > th dose independent rect. 5 12
841 235.11 humidity 80.0 1440 < th dose independent sin 2 NA
873 235.37 humidity 60.0 14400 < th dose independent rect. 6 1
875 235.37 humidity 60.0 14400 < th dose independent rect. 20 1
877 235.37 radiation 20.0 14400 > th dose independent rect. 17 1
929 235.37 humidity 60.0 14400 < th dose dependent rect. 6 1
931 235.37 humidity 60.0 14400 < th dose dependent rect. 20 1
933 235.37 radiation 20.0 14400 > th dose dependent rect. 17 1
994 235.48 humidity 90.0 720 > th dose independent rect. 20 3
999 235.50 humidity 90.0 1440 < th dose dependent rect. 11 4