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Os05g0458300

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

Description : Similar to Laccase (EC 1.10.3.2).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.83 (0.0361) R2 : 0.653
β1 : 1.36 (0.139) R2dD : 0.0893 R2D : 0.0141
β2 : 2.03 (0.0895) R2dC : 0.396 R2C : 0.376
β3 : 2.71 (0.179) R2dE : 0.239 R2E : 0.16
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.156 (0.084) R2dN8 : 0.00442 R2N8 : 0.0278
σ : 0.655
deviance : 197.88
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C
peak time of C : 7.83
E
wheather : temperature
threshold : 25.3
memory length : 1501
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
195.94 0.658 6.85 1.21 2.03 2.78 0.726 0.733 -0.188 7.81 25.13 1500 -- --
196.43 0.653 6.83 1.35 2.03 2.7 0.704 -- -0.158 7.81 25.3 1500 -- --
197.45 0.654 6.84 1.25 2.03 2.77 -- 0.651 -0.183 7.84 25.2 1518 -- --
197.88 0.655 6.83 1.36 2.03 2.71 -- -- -0.156 7.83 25.3 1501 -- --
279.17 0.778 6.87 1.56 -- 3.88 -- -0.655 -0.101 -- 33.83 581 -- --
294.79 0.805 6.96 0.518 2 -- 0.83 -- -0.733 7.92 -- -- -- --
296.81 0.807 6.96 0.54 2 -- -- -- -0.734 7.94 -- -- -- --
279.68 0.779 6.88 1.47 -- 3.9 -- -- -0.135 -- 41.47 580 -- --
238.2 0.719 6.91 -- 1.94 2 -- -- -0.47 7.5 25.62 1122 -- --
514.64 1.06 7.01 0.561 -- -- -- -- -0.708 -- -- -- -- --
304.51 0.816 6.97 -- 2 -- -- -- -0.794 7.92 -- -- -- --
331.4 0.848 6.93 -- -- 3.38 -- -- -0.363 -- 56.2 553 -- --
522.95 1.07 7.02 -- -- -- -- -- -0.77 -- -- -- -- --

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
1 188.79 temperature 10 4320 > th dose dependent rect. 24 1
2 189.51 temperature 30 4320 < th dose dependent rect. 24 1
5 190.00 temperature 30 270 < th dose dependent rect. 23 22
10 190.26 temperature 10 270 > th dose dependent rect. 3 23
22 191.13 temperature 25 1440 < th dose dependent rect. 15 14
55 191.94 temperature 15 270 > th dose dependent rect. 17 23
65 192.16 temperature 25 1440 < th dose dependent sin 14 NA
510 196.02 temperature 25 1440 < th dose dependent rect. 24 23
521 196.11 temperature 25 1440 < th dose dependent no NA NA
547 196.36 temperature 25 1440 < th dose dependent rect. 20 23
841 198.00 temperature 30 270 < th dose dependent rect. 12 23
863 198.12 temperature 30 270 < th dose dependent no NA NA
869 198.13 temperature 30 270 < th dose dependent rect. 14 23
878 198.20 temperature 10 4320 > th dose dependent sin 12 NA
918 198.40 temperature 30 270 < th dose dependent rect. 7 23
933 198.47 wind 9 43200 > th dose dependent rect. 18 12