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Os11g0191400

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

Description : ATP-NAD/AcoX kinase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.2 (0.024) R2 : 0.787
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.66 (0.0744) R2dC : 0.344 R2C : 0.616
β3 : -1.63 (0.105) R2dE : 0.175 R2E : 0.422
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.25 (0.052) R2dN8 : 0.015 R2N8 : -0.00424
σ : 0.447
deviance : 92.21
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C
peak time of C : 4.14
E
wheather : temperature
threshold : 22.18
memory length : 155
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
85.92 0.435 12.2 0.693 1.58 -1.95 -0.0547 2.65 0.428 4.21 22.16 142 -- --
90.12 0.442 12.2 0.277 1.58 -1.7 -0.456 -- 0.311 4.06 22.36 162 -- --
85.92 0.432 12.1 0.702 1.58 -1.95 -- 2.7 0.431 4.22 22.14 140 -- --
90.89 0.444 12.2 0.232 1.63 -1.7 -- -- 0.289 4.12 22.1 159 -- --
166.49 0.601 12.1 1.35 -- -3.42 -- 5.94 0.689 -- 23.78 155 -- --
140.27 0.555 12.3 -0.131 2.31 -- -0.152 -- 0.0169 4.09 -- -- -- --
140.34 0.555 12.3 -0.13 2.31 -- -- -- 0.0177 4.09 -- -- -- --
178.73 0.623 12.2 0.461 -- -3.07 -- -- 0.428 -- 23.76 155 -- --
92.21 0.447 12.2 -- 1.66 -1.63 -- -- 0.25 4.14 22.18 155 -- --
431.37 0.97 12.3 -0.0358 -- -- -- -- 0.0794 -- -- -- -- --
140.78 0.555 12.3 -- 2.31 -- -- -- 0.0322 4.09 -- -- -- --
184.39 0.632 12.2 -- -- -2.99 -- -- 0.345 -- 23.99 154 -- --
431.4 0.969 12.3 -- -- -- -- -- 0.0834 -- -- -- -- --

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 73.93 temperature 20 90 > th dose dependent rect. 24 18
5 75.15 temperature 20 270 > th dose dependent rect. 21 20
7 75.72 temperature 10 270 > th dose dependent rect. 20 22
129 85.48 temperature 20 90 > th dose dependent rect. 11 23
161 86.88 temperature 20 90 > th dose dependent sin 21 NA
171 87.22 temperature 20 270 > th dose dependent sin 23 NA
180 87.40 temperature 10 270 > th dose dependent sin 23 NA
187 87.59 temperature 10 90 > th dose dependent sin 21 NA
236 88.67 temperature 20 90 > th dose dependent no NA NA
243 88.70 temperature 30 270 < th dose dependent rect. 5 16
285 89.40 temperature 20 270 > th dose dependent rect. 6 23
302 89.56 temperature 20 270 > th dose dependent rect. 11 5
453 91.64 temperature 30 270 < th dose dependent sin 23 NA
564 93.01 temperature 20 90 > th dose dependent rect. 13 5
603 93.41 temperature 25 90 > th dose dependent rect. 7 18
641 93.69 temperature 10 270 > th dose dependent rect. 11 15
655 93.78 temperature 30 90 < th dose independent rect. 17 22
801 95.02 temperature 20 270 > th dose dependent rect. 13 2
858 95.25 temperature 25 90 > th dose dependent rect. 11 14
963 95.70 temperature 30 30 < th dose independent rect. 18 20
972 95.79 temperature 20 1440 > th dose dependent rect. 7 2