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Os07g0668700

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

Description : Lipase, class 3 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.6 (0.0388) R2 : 0.868
β1 : -3.72 (0.152) R2dD : 0.212 R2D : 0.085
β2 : 4.33 (0.104) R2dC : 0.566 R2C : 0.597
β3 : -1.59 (0.175) R2dE : 0.029 R2E : 0.0672
β4 : 3.08 (0.451) R2dD*C : 0.0149 R2D*C : -0.0144
β5 : 5.36 (0.628) R2dD*E : 0.0269 R2D*E : -0.0601
γ1 : -1.62 (0.0862) R2dN8 : 0.154 R2N8 : 0.00691
σ : 0.721
deviance : 235.28
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C
peak time of C : 7.52
E
wheather : radiation
threshold : 9.699
memory length : 1531
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 8.88
open length of G : 18.6

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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
235.28 0.721 8.6 -3.72 4.33 -1.59 3.08 5.36 -1.62 7.52 9.699 1531 8.88 18.6
271.76 0.768 8.59 -3.23 4.28 -1.57 1.9 -- -1.52 7.45 9.644 1585 8.8 18.2
259.34 0.75 8.6 -3.7 4.33 -1.54 -- 4.8 -1.65 7.57 10.27 1502 9.17 18.8
282.34 0.783 8.59 -3.21 4.28 -1.49 -- -- -1.5 7.46 9.486 1585 8.82 18.2
714.41 1.25 8.66 -3.18 -- -2.73 -- -0.0562 -1.29 -- 10.27 1502 9.17 18.8
300.87 0.813 8.54 -3.23 4.62 -- 1.81 -- -1.3 7.79 -- -- -- --
310.31 0.825 8.54 -3.18 4.61 -- -- -- -1.3 7.82 -- -- -- --
613.35 1.16 8.69 -3.38 -- -3.21 -- -- -1.43 -- 59.49 26 9.19 18.6
548.75 1.09 8.58 -- 4.16 -1.76 -- -- -1.47 7.54 10 1549 9.78 18
1463.12 1.79 8.65 -3.12 -- -- -- -- -1.24 -- -- -- -- --
576.65 1.12 8.46 -- 4.59 -- -- -- -0.95 7.86 -- -- -- --
665.59 1.2 8.67 -- -- -3.68 -- -- -1.12 -- 169.1 218 11.1 14
1720.63 1.94 8.57 -- -- -- -- -- -0.894 -- -- -- -- --

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
1 246.42 temperature 20 10 > th dose independent rect. 18 10
3 247.06 radiation 10 720 < th dose independent rect. 14 4
4 247.23 radiation 10 720 < th dose independent rect. 11 8
6 247.84 temperature 20 10 > th dose independent rect. 20 8
7 247.94 radiation 10 1440 < th dose dependent rect. 9 19
14 248.16 radiation 10 1440 < th dose dependent rect. 9 11
15 248.16 radiation 10 1440 < th dose dependent rect. 9 13
33 250.56 radiation 10 1440 < th dose dependent sin 19 NA
57 251.52 radiation 10 1440 < th dose dependent rect. 12 16
67 251.71 temperature 20 10 > th dose independent rect. 16 12
71 251.77 radiation 10 1440 < th dose dependent rect. 12 8
72 251.77 radiation 10 1440 < th dose dependent rect. 12 10
94 252.67 radiation 10 1440 < th dose independent rect. 13 15
123 252.87 radiation 10 1440 < th dose independent rect. 13 9
153 253.38 radiation 10 1440 < th dose independent sin 16 NA
155 253.43 radiation 30 1440 < th dose dependent rect. 11 2
161 253.54 radiation 10 1440 > th dose independent rect. 10 3
194 253.99 humidity 50 720 > th dose dependent rect. 13 14
237 255.21 humidity 50 720 > th dose dependent rect. 14 5
255 255.38 humidity 50 720 > th dose dependent rect. 15 2
277 255.86 humidity 60 720 > th dose independent rect. 14 5
308 256.21 humidity 60 720 > th dose independent rect. 15 2
322 256.38 radiation 10 1440 < th dose dependent rect. 13 1
379 257.28 humidity 60 720 > th dose independent rect. 15 19
384 257.44 humidity 50 720 > th dose dependent rect. 7 19
399 257.79 radiation 10 1440 > th dose independent rect. 10 8
421 257.87 humidity 50 720 > th dose dependent rect. 9 18
428 257.95 temperature 20 30 > th dose independent rect. 7 21
443 258.11 radiation 20 1440 < th dose independent rect. 11 3
571 258.89 humidity 60 720 > th dose independent rect. 14 13
640 259.49 radiation 1 1440 > th dose dependent rect. 11 2
651 259.59 radiation 30 720 < th dose independent rect. 15 2
696 260.00 humidity 50 720 > th dose dependent sin 17 NA
704 260.06 radiation 1 1440 > th dose dependent rect. 11 8
737 260.36 temperature 20 270 > th dose independent rect. 22 3
779 260.68 temperature 15 90 > th dose dependent rect. 18 9
803 261.02 radiation 10 1440 > th dose independent sin 19 NA
887 261.51 temperature 20 270 > th dose independent rect. 23 1
927 261.79 temperature 20 10 > th dose independent sin 12 NA
960 262.00 radiation 1 1440 > th dose dependent sin 16 NA