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Os03g0295300

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.4 (0.0272) R2 : 0.834
β1 : -2.36 (0.102) R2dD : 0.228 R2D : 0.078
β2 : 1.6 (0.0841) R2dC : 0.206 R2C : 0.431
β3 : 2.45 (0.12) R2dE : 0.243 R2E : 0.305
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.921 (0.0609) R2dN8 : 0.128 R2N8 : -0.0181
σ : 0.503
deviance : 116.74
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C
peak time of C : 16.3
E
wheather : temperature
threshold : 21.28
memory length : 255
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
103.73 0.479 7.32 -1.74 1.73 2.97 -0.623 5.21 -0.744 16.5 10.01 245 -- --
116.68 0.503 7.39 -2.28 1.62 2.4 0.415 -- -0.91 16.3 21.18 255 -- --
104.53 0.476 7.33 -1.84 1.73 2.96 -- 4.65 -0.773 16.6 14.11 240 -- --
116.74 0.503 7.4 -2.36 1.6 2.45 -- -- -0.921 16.3 21.28 255 -- --
214.86 0.683 7.37 -2.21 -- 3.86 -- 3.34 -1.05 -- 18.77 219 -- --
213.04 0.684 7.33 -1.89 2.62 -- 1.23 -- -0.533 16.6 -- -- -- --
217.08 0.69 7.33 -1.88 2.63 -- -- -- -0.526 16.5 -- -- -- --
210.79 0.676 7.42 -2.66 -- 3.68 -- -- -1.08 -- 23.16 241 -- --
258.06 0.748 7.32 -- 1.96 1.67 -- -- -0.542 16.4 22 275 -- --
586.7 1.13 7.31 -1.98 -- -- -- -- -0.596 -- -- -- -- --
310.07 0.824 7.28 -- 2.67 -- -- -- -0.317 16.5 -- -- -- --
384.71 0.914 7.32 -- -- 3.26 -- -- -0.641 -- 24.17 244 -- --
690.14 1.23 7.26 -- -- -- -- -- -0.376 -- -- -- -- --

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
1 101.77 temperature 30 270 < th dose dependent rect. 24 23
2 102.23 temperature 15 270 > th dose dependent rect. 5 23
6 102.79 temperature 15 270 > th dose dependent rect. 18 23
13 104.10 temperature 10 270 > th dose dependent no NA NA
32 107.07 temperature 30 270 < th dose dependent rect. 12 23
36 107.36 temperature 30 270 < th dose dependent rect. 10 23
43 107.79 temperature 30 270 < th dose dependent no NA NA
157 114.31 temperature 10 720 > th dose dependent rect. 12 23
250 116.25 temperature 30 30 < th dose dependent rect. 3 23
258 116.37 temperature 30 30 < th dose dependent rect. 11 23
394 118.38 temperature 20 1440 > th dose dependent sin 12 NA
403 118.55 temperature 20 1440 > th dose dependent rect. 17 10
421 118.71 temperature 20 1440 > th dose dependent rect. 17 15
455 119.06 temperature 30 10 < th dose dependent rect. 1 23
542 119.79 temperature 20 4320 > th dose dependent rect. 23 2
635 120.57 temperature 20 4320 > th dose dependent rect. 21 4
688 120.95 temperature 30 1440 < th dose dependent rect. 16 10
766 121.44 temperature 30 30 < th dose dependent rect. 7 23
774 121.48 temperature 20 1440 > th dose dependent rect. 20 1
870 122.02 temperature 30 30 < th dose dependent rect. 5 23
990 122.57 temperature 20 10 > th dose dependent rect. 13 23