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Os05g0557400

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

Description : Membrane attack complex component/perforin/complement C9 family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.4 (0.0287) R2 : 0.839
β1 : 0.863 (0.107) R2dD : 0.0249 R2D : 0.0541
β2 : 1.65 (0.0715) R2dC : 0.191 R2C : 0.233
β3 : 5.01 (0.147) R2dE : 0.472 R2E : 0.603
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.4 (0.0639) R2dN8 : 0.0217 R2N8 : 0.0602
σ : 0.527
deviance : 128.17
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C
peak time of C : 8.25
E
wheather : temperature
threshold : 8.564
memory length : 688
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 19.4
open length of G : 20.4

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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 = 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
126.42 0.528 7.41 0.669 1.65 4.71 -0.47 -1.45 0.376 8.6 10.04 692 19.3 20.3
127.47 0.526 7.42 0.869 1.6 4.9 -0.584 -- 0.369 8.32 8.736 693 19.3 20.4
126.71 0.524 7.42 0.639 1.6 4.82 -- -1.37 0.365 8.54 9.001 687 19.3 20.5
128.17 0.527 7.4 0.863 1.65 5.01 -- -- 0.4 8.25 8.564 688 19.4 20.4
146.74 0.564 7.45 0.782 -- 5.42 -- -0.864 0.356 -- -2.478 704 18.5 20.4
351.21 0.879 7.21 1.94 2.12 -- -0.174 -- 1.18 10.6 -- -- -- --
351.33 0.878 7.21 1.93 2.12 -- -- -- 1.18 10.6 -- -- -- --
146.52 0.564 7.43 0.96 -- 5.32 -- -- 0.423 -- -2.258 704 18.6 20.2
146.22 0.563 7.4 -- 1.68 5.3 -- -- 0.296 8.12 8.613 694 19.3 20.5
629.46 1.17 7.27 1.89 -- -- -- -- 1.17 -- -- -- -- --
449.41 0.992 7.26 -- 2.11 -- -- -- 0.961 10.6 -- -- -- --
163.68 0.596 7.45 -- -- 5.41 -- -- 0.296 -- 7.639 715 19 18.7
723.58 1.26 7.32 -- -- -- -- -- 0.955 -- -- -- -- --

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
1 129.15 temperature 10 720 > th dose dependent rect. 19 20
7 134.09 temperature 10 270 > th dose dependent rect. 1 23
18 137.96 temperature 30 270 < th dose dependent rect. 6 22
28 141.78 temperature 10 1440 > th dose dependent rect. 3 6
33 142.14 temperature 30 1440 < th dose dependent rect. 3 6
71 143.52 temperature 15 1440 > th dose dependent rect. 21 13
100 144.06 temperature 30 1440 < th dose dependent rect. 21 13
122 144.56 temperature 15 1440 > th dose dependent sin 8 NA
155 145.12 temperature 30 1440 < th dose dependent sin 8 NA
372 148.43 temperature 30 720 < th dose dependent rect. 23 20
401 148.83 temperature 15 270 > th dose dependent rect. 10 23
559 150.93 temperature 15 270 > th dose dependent no NA NA