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Os02g0834000

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

Description : Similar to Rop4 small GTP binding protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.3 (0.0163) R2 : 0.305
β1 : 0.73 (0.0596) R2dD : 0.238 R2D : 0.13
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.321 (0.0347) R2dN8 : 0.175 R2N8 : 0.0671
σ : 0.305
deviance : 42.67
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C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

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
23.65 0.228 12.4 -0.00525 0.108 0.968 -0.409 -2.47 0.0449 15.5 9.863 945 -- --
28.37 0.248 12.4 0.505 0.104 0.848 -0.575 -- 0.19 17.6 2.944 1038 -- --
24.06 0.228 12.4 0.0182 0.096 0.993 -- -2.35 0.0495 13.7 7.554 892 -- --
28.53 0.249 12.4 0.479 0.114 0.933 -- -- 0.167 15.3 5.866 1009 -- --
24.5 0.231 12.4 0.0336 -- 0.947 -- -2.41 0.0539 -- 4.191 822 -- --
40.88 0.3 12.3 0.72 0.147 -- -0.462 -- 0.324 19.8 -- -- -- --
41.48 0.302 12.3 0.732 0.147 -- -- -- 0.323 20.2 -- -- -- --
29.21 0.252 12.4 0.474 -- 0.927 -- -- 0.177 -- 6.189 896 -- --
29.49 0.253 12.4 -- 0.124 1.06 -- -- 0.00391 19 10.38 8009 -- --
42.67 0.305 12.3 0.73 -- -- -- -- 0.321 -- -- -- -- --
55.59 0.349 12.4 -- 0.143 -- -- -- 0.241 20.5 -- -- -- --
30.3 0.256 12.4 -- -- 1.07 -- -- 0.00246 -- -7.564 7896 -- --
56.74 0.352 12.4 -- -- -- -- -- 0.24 -- -- -- -- --

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 23.41 temperature 10 1440 > th dose dependent rect. 11 11
28 23.55 temperature 10 1440 > th dose dependent sin 20 NA
93 23.71 temperature 30 1440 < th dose dependent rect. 11 12
106 23.74 temperature 30 1440 < th dose dependent rect. 9 13
113 23.75 temperature 10 720 > th dose dependent rect. 5 19
190 23.86 temperature 30 1440 < th dose dependent sin 20 NA
250 23.92 temperature 10 1440 > th dose dependent rect. 11 4
330 23.99 temperature 10 720 > th dose dependent rect. 9 23
367 24.04 temperature 10 1440 > th dose dependent rect. 17 1
416 24.08 temperature 30 720 < th dose dependent rect. 2 21
478 24.13 temperature 10 720 > th dose dependent rect. 20 23
479 24.13 temperature 10 720 > th dose dependent rect. 22 23
507 24.15 temperature 10 720 > th dose dependent rect. 12 23
550 24.18 temperature 20 720 > th dose dependent rect. 20 22
566 24.19 temperature 30 720 < th dose dependent rect. 6 23
568 24.20 temperature 15 1440 > th dose dependent rect. 12 1
638 24.24 temperature 20 720 > th dose dependent rect. 22 23
738 24.31 temperature 10 720 > th dose dependent no NA NA
754 24.32 temperature 20 720 > th dose dependent no NA NA
796 24.34 temperature 10 720 > th dose dependent rect. 18 23
833 24.36 temperature 30 720 < th dose dependent rect. 10 23
834 24.37 temperature 30 1440 < th dose dependent rect. 17 2
936 24.44 temperature 25 4320 < th dose independent rect. 16 2
987 24.47 temperature 30 1440 < th dose dependent rect. 11 3