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Os02g0465600

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

Description : Galactose oxidase, central domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8 (0.0707) R2 : 0.639
β1 : 2.18 (0.423) R2dD : 0.0948 R2D : 0.122
β2 : 1.95 (0.135) R2dC : 0.168 R2C : 0.187
β3 : -1.84 (0.258) R2dE : 0.0831 R2E : 0.0696
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -8.48 (1.92) R2dD*E : 0.0749 R2D*E : 0.222
γ1 : 1.3 (0.158) R2dN8 : 0.128 R2N8 : 0.0634
σ : 1.03
deviance : 492.81
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C
peak time of C : 9.98
E
wheather : temperature
threshold : 24.87
memory length : 718
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 1.86
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
491.77 1.04 8.01 2.1 1.94 -1.78 -0.56 -8.95 1.26 9.89 24.98 723 1.95 --
526.93 1.07 7.94 3.64 1.74 -2.32 -0.987 -- 1.3 9.46 28.81 929 2.04 --
492.81 1.03 8 2.18 1.95 -1.84 -- -8.48 1.3 9.98 24.87 718 1.86 --
511.94 1.05 7.8 3.89 1.93 -2.73 -- -- 1.78 10.4 24.74 708 1.67 --
642.71 1.18 8.01 2.77 -- -2.66 -- -6.4 1.41 -- 25.48 924 0.000635 --
697.27 1.24 7.87 3.19 2.32 -- -0.0411 -- 1.4 8.81 -- -- -- --
697.28 1.24 7.87 3.19 2.32 -- -- -- 1.4 8.81 -- -- -- --
652.3 1.19 7.9 3.88 -- -3.26 -- -- 1.56 -- 26.85 910 9.86e-08 --
856.53 1.36 8.01 -- 1.88 -2.49 -- -- 1.01 9.79 28.21 578 2.56 --
1003.2 1.48 7.93 3.19 -- -- -- -- 1.42 -- -- -- -- --
965.46 1.45 7.95 -- 2.33 -- -- -- 1.05 8.71 -- -- -- --
1023.07 1.49 8.03 -- -- -2.75 -- -- 1 -- 28.01 852 8.74e-07 --
1271.92 1.66 8.01 -- -- -- -- -- 1.07 -- -- -- -- --

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
1 491.86 temperature 25 720 > th dose dependent sin 8 NA
2 493.97 temperature 25 720 > th dose dependent rect. 21 14
9 500.86 temperature 25 4320 < th dose independent rect. 2 6
11 501.79 temperature 25 4320 < th dose independent rect. 24 9
15 502.37 temperature 25 4320 > th dose independent rect. 24 8
25 503.20 temperature 25 4320 > th dose independent sin 9 NA
32 503.69 temperature 25 4320 < th dose independent sin 8 NA
40 504.66 temperature 25 4320 < th dose independent rect. 23 12
84 507.06 temperature 25 270 > th dose dependent rect. 14 23
87 507.37 temperature 25 4320 > th dose dependent rect. 1 6
99 507.91 temperature 30 720 > th dose dependent rect. 8 10
127 508.19 temperature 25 4320 > th dose dependent rect. 24 8
130 508.28 temperature 25 4320 < th dose independent rect. 3 2
143 508.52 temperature 25 4320 > th dose independent rect. 17 14
147 508.65 temperature 25 270 > th dose dependent rect. 15 20
151 508.75 temperature 30 720 > th dose dependent no NA NA
285 509.35 temperature 30 720 > th dose dependent sin 22 NA
294 509.52 temperature 30 720 > th dose dependent rect. 11 23
308 509.81 temperature 25 4320 < th dose independent rect. 17 14
493 512.88 temperature 30 720 > th dose independent rect. 16 22
716 517.04 temperature 30 720 < th dose independent rect. 17 21
747 517.69 temperature 25 90 > th dose dependent sin 11 NA
748 517.69 temperature 25 720 > th dose dependent rect. 7 2
838 518.52 temperature 25 10 > th dose dependent sin 11 NA
926 520.18 temperature 30 720 < th dose independent rect. 15 23
996 521.48 temperature 25 4320 < th dose independent no NA NA