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Os10g0403000

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

Description : Cytochrome P450 78A11.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11 (0.0471) R2 : 0.642
β1 : 1.5 (0.175) R2dD : 0.0642 R2D : 0.033
β2 : 1.86 (0.114) R2dC : 0.22 R2C : 0.301
β3 : -2.03 (0.136) R2dE : 0.225 R2E : 0.322
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.517 (0.108) R2dN8 : 0.0288 R2N8 : 0.0858
σ : 0.862
deviance : 342.72
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C
peak time of C : 10.1
E
wheather : temperature
threshold : 22.05
memory length : 889
response mode : > th
dose dependency : dose independent
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 independent, 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
327.19 0.85 11 1.28 2.2 -2.45 2.2 -1.57 -0.595 10.1 21.4 1394 -- --
325.58 0.84 11 1.47 1.96 -2.08 2.4 -- -0.479 9.98 22.1 984 -- --
346.13 0.866 11 1.32 2.18 -2.44 -- -1.72 -0.604 10.1 21.44 1370 -- --
342.72 0.862 11 1.5 1.86 -2.03 -- -- -0.517 10.1 22.05 889 -- --
525.11 1.07 11.1 1.06 -- -2.61 -- -2.2 -0.563 -- 21.8 824 -- --
491.82 1.04 11.1 0.728 2.25 -- 2.11 -- -1.17 10.2 -- -- -- --
509.53 1.06 11.1 0.812 2.24 -- -- -- -1.17 10.2 -- -- -- --
538.77 1.08 11 1.66 -- -2.55 -- -- -0.364 -- 21.9 844 -- --
396.69 0.928 11 -- 1.9 -1.68 -- -- -0.752 10.1 22.2 886 -- --
814.3 1.33 11.2 0.779 -- -- -- -- -1.17 -- -- -- -- --
526.91 1.07 11.1 -- 2.24 -- -- -- -1.26 10.2 -- -- -- --
604.28 1.14 11 -- -- -2.14 -- -- -0.613 -- 22.25 846 -- --
830.3 1.34 11.2 -- -- -- -- -- -1.26 -- -- -- -- --

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
1 333.32 temperature 20 1440 < th dose independent rect. 5 1
2 334.24 temperature 20 1440 > th dose independent rect. 5 2
5 335.68 temperature 25 720 < th dose dependent rect. 16 20
36 338.49 temperature 20 1440 > th dose independent rect. 3 4
41 338.70 temperature 25 720 < th dose dependent rect. 24 23
43 338.74 temperature 25 720 < th dose dependent rect. 21 23
44 338.75 temperature 25 720 < th dose dependent rect. 19 23
57 339.29 temperature 25 720 < th dose dependent no NA NA
69 340.32 temperature 25 720 < th dose dependent rect. 8 23
70 340.34 temperature 25 720 < th dose dependent rect. 4 23
81 340.89 temperature 25 720 < th dose dependent rect. 6 23
83 340.99 temperature 25 720 < th dose dependent sin 10 NA
105 342.31 temperature 25 1440 < th dose dependent rect. 17 12
137 343.64 temperature 25 1440 < th dose dependent sin 13 NA
144 343.79 temperature 15 1440 > th dose dependent rect. 4 1
147 343.83 temperature 30 1440 < th dose dependent rect. 4 1
166 344.15 temperature 15 1440 > th dose dependent rect. 1 4
167 344.17 temperature 30 1440 < th dose dependent rect. 1 4
403 347.56 temperature 20 1440 > th dose independent rect. 20 11
433 347.95 temperature 25 1440 < th dose dependent rect. 21 1
522 348.90 temperature 20 1440 > th dose independent sin 8 NA
549 349.27 temperature 20 1440 < th dose independent rect. 20 11
596 349.87 temperature 15 720 > th dose dependent sin 9 NA
671 350.79 temperature 20 1440 < th dose independent sin 8 NA
945 354.22 temperature 15 720 > th dose dependent rect. 19 14