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Os12g0138800

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

Description : Similar to Elicitor-inducible cytochrome P450.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.65 (0.0437) R2 : 0.676
β1 : -3.28 (0.165) R2dD : 0.317 R2D : 0.0894
β2 : 0.686 (0.106) R2dC : 0.0314 R2C : -0.0367
β3 : 3.77 (0.138) R2dE : 0.636 R2E : 0.331
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.439 (0.0951) R2dN8 : 0.0212 R2N8 : -0.0452
σ : 0.812
deviance : 303.89
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C
peak time of C : 11.9
E
wheather : temperature
threshold : 23.47
memory length : 1234
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 13
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 = sin)

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
283.63 0.791 6.79 -4.51 0.615 4.15 -1.78 -4.79 -0.748 12.3 23.77 1256 12.6 --
298.07 0.804 6.63 -3.18 0.657 3.93 -1.5 -- -0.335 12.6 23.53 1231 12.5 --
296.55 0.802 6.78 -4.5 0.639 4.14 -- -4.38 -0.745 12 23.81 1251 12.8 --
303.89 0.812 6.65 -3.28 0.686 3.77 -- -- -0.439 11.9 23.47 1234 13 --
311.99 0.823 6.8 -4.48 -- 3.9 -- -4.23 -0.719 -- 23.99 1338 12.9 --
785.93 1.31 6.52 -2.04 0.342 -- 2.35 -- 0.154 3.04 -- -- -- --
798.25 1.32 6.52 -2.09 0.503 -- -- -- 0.137 5.73 -- -- -- --
319.71 0.833 6.66 -3.29 -- 3.55 -- -- -0.432 -- 23.71 1335 12 --
565.68 1.11 6.51 -- 0.627 3.04 -- -- 0.186 11.3 24.86 1184 11.6 --
811.35 1.33 6.53 -2.08 -- -- -- -- 0.149 -- -- -- -- --
913.87 1.41 6.47 -- 0.47 -- -- -- 0.37 5.93 -- -- -- --
577.26 1.12 6.5 -- -- 2.91 -- -- 0.244 -- 25.3 1282 9.48 --
925.33 1.42 6.47 -- -- -- -- -- 0.379 -- -- -- -- --

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
1 302.97 temperature 25 1440 > th dose dependent rect. 12 13
20 303.95 temperature 25 1440 > th dose dependent rect. 11 20
35 304.96 temperature 25 1440 > th dose dependent sin 17 NA
146 315.13 temperature 25 1440 > th dose dependent rect. 16 1
152 315.31 temperature 25 1440 > th dose dependent rect. 5 20
170 315.48 temperature 25 1440 > th dose dependent rect. 23 23
178 315.55 temperature 25 1440 > th dose dependent no NA NA
204 316.30 temperature 25 1440 > th dose dependent rect. 20 23
810 351.27 temperature 30 1440 < th dose independent rect. 13 18
817 351.38 temperature 30 1440 < th dose independent rect. 13 14
819 351.41 temperature 30 1440 < th dose independent rect. 13 12
822 351.44 temperature 30 1440 < th dose independent rect. 13 6
827 351.51 temperature 30 1440 < th dose independent rect. 13 9
896 353.54 temperature 30 1440 < th dose independent rect. 11 5
973 355.42 temperature 30 1440 < th dose independent sin 18 NA
991 355.85 temperature 30 1440 > th dose independent rect. 13 6