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Os07g0247100

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

Description : O-methyltransferase, N-terminal domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.5 (0.0157) R2 : 0.802
β1 : -1.94 (0.0578) R2dD : 0.522 R2D : 0.259
β2 : 0.782 (0.0373) R2dC : 0.192 R2C : 0.138
β3 : 1.15 (0.0556) R2dE : 0.199 R2E : -0.0105
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.617 (0.0339) R2dN8 : 0.202 R2N8 : -0.0173
σ : 0.291
deviance : 38.97
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C
peak time of C : 22.5
E
wheather : temperature
threshold : 23.18
memory length : 242
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
37.88 0.289 11.5 -1.96 0.823 1.19 0.511 -0.273 -0.628 22.5 23.3 202 -- --
37.91 0.287 11.5 -1.91 0.819 1.17 0.521 -- -0.617 22.5 23.24 206 -- --
38.88 0.29 11.5 -1.98 0.788 1.18 -- -0.37 -0.631 22.5 23.26 236 -- --
38.97 0.291 11.5 -1.94 0.782 1.15 -- -- -0.617 22.5 23.18 242 -- --
59.54 0.359 11.5 -2.18 -- 1.45 -- -0.973 -0.684 -- 23.51 602 -- --
60.83 0.366 11.5 -1.69 0.958 -- 0.657 -- -0.456 20.4 -- -- -- --
62.19 0.369 11.5 -1.71 0.957 -- -- -- -0.456 20.4 -- -- -- --
59.98 0.361 11.5 -2 -- 1.37 -- -- -0.638 -- 23.53 607 -- --
130.18 0.531 11.4 -- 0.902 0.738 -- -- -0.28 21.3 26.47 120 -- --
113.12 0.497 11.4 -1.71 -- -- -- -- -0.466 -- -- -- -- --
138.92 0.551 11.4 -- 0.965 -- -- -- -0.266 20.2 -- -- -- --
159.49 0.588 11.4 -- -- 1.02 -- -- -0.34 -- 24.67 543 -- --
190.4 0.644 11.4 -- -- -- -- -- -0.276 -- -- -- -- --

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 36.73 temperature 20 270 > th dose dependent sin 0 NA
2 36.98 temperature 20 270 > th dose dependent rect. 7 11
5 37.14 temperature 25 270 > th dose dependent rect. 18 22
11 37.40 temperature 10 270 > th dose dependent sin 0 NA
25 37.93 temperature 25 90 > th dose dependent rect. 8 21
31 38.00 temperature 25 90 > th dose dependent rect. 8 16
41 38.09 temperature 30 270 < th dose dependent sin 23 NA
95 38.57 temperature 10 90 > th dose dependent sin 21 NA
118 38.79 temperature 25 90 > th dose dependent rect. 1 23
136 38.90 temperature 20 720 > th dose dependent rect. 6 7
144 38.93 temperature 25 90 > th dose dependent no NA NA
158 38.98 temperature 25 90 > th dose dependent rect. 23 23
190 39.08 temperature 10 720 > th dose dependent rect. 6 7
328 39.41 temperature 30 720 < th dose dependent rect. 4 12
330 39.41 temperature 10 720 > th dose dependent rect. 2 16
442 39.70 temperature 30 720 < th dose dependent sin 2 NA
710 40.53 temperature 30 270 < th dose dependent rect. 7 14