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Os06g0714600

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

Description : Ras GTPase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.25 (0.0284) R2 : 0.72
β1 : 2.22 (0.107) R2dD : 0.294 R2D : 0.379
β2 : 0.94 (0.0737) R2dC : 0.101 R2C : 0.136
β3 : 1.35 (0.0855) R2dE : 0.173 R2E : 0.32
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.26 (0.0618) R2dN8 : 0.0157 R2N8 : 0.00691
σ : 0.527
deviance : 128.01
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C
peak time of C : 5.24
E
wheather : temperature
threshold : 24.12
memory length : 1379
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
127.25 0.53 6.28 1.96 0.924 1.46 0.432 -0.938 0.197 5.44 24.14 1340 -- --
127.67 0.526 6.25 2.21 0.932 1.36 0.402 -- 0.258 5.37 24.07 1358 -- --
127.68 0.526 6.28 1.97 0.934 1.45 -- -0.885 0.195 5.31 24.14 1358 -- --
128.01 0.527 6.25 2.22 0.94 1.35 -- -- 0.26 5.24 24.12 1379 -- --
170.95 0.609 6.29 1.99 -- 1.62 -- -0.812 0.199 -- 24 1291 -- --
196.63 0.657 6.19 2.69 1.06 -- 0.493 -- 0.486 4.91 -- -- -- --
197.24 0.658 6.2 2.68 1.07 -- -- -- 0.483 4.85 -- -- -- --
171.3 0.61 6.26 2.21 -- 1.54 -- -- 0.26 -- 24 1291 -- --
201.14 0.661 6.41 -- 0.945 2.49 -- -- -0.542 5.67 15.66 8375 -- --
257.18 0.749 6.21 2.72 -- -- -- -- 0.511 -- -- -- -- --
387.11 0.92 6.26 -- 1.11 -- -- -- 0.184 4.78 -- -- -- --
209.25 0.674 6.45 -- -- 2.43 -- -- -0.571 -- 15.47 47324 -- --
452.86 0.993 6.27 -- -- -- -- -- 0.208 -- -- -- -- --

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
1 121.51 temperature 25 1440 > th dose dependent rect. 15 1
47 125.52 temperature 25 1440 > th dose dependent sin 21 NA
291 127.62 temperature 25 1440 > th dose dependent no NA NA
542 130.89 temperature 10 1440 > th dose dependent sin 22 NA
644 131.97 temperature 25 14400 > th dose dependent rect. 17 1
699 132.58 temperature 25 4320 < th dose independent rect. 6 7
732 132.89 temperature 25 4320 > th dose independent rect. 6 7
761 133.09 temperature 25 4320 > th dose independent rect. 7 5
781 133.24 temperature 25 14400 < th dose independent rect. 18 2
791 133.30 temperature 25 14400 > th dose independent rect. 18 2
828 133.57 temperature 30 14400 < th dose independent rect. 15 1
834 133.59 temperature 25 720 > th dose dependent rect. 18 17
862 133.77 temperature 30 14400 > th dose independent rect. 15 1
885 133.94 temperature 25 4320 > th dose independent sin 2 NA
888 133.95 temperature 25 4320 < th dose independent rect. 4 15
903 134.02 temperature 25 4320 < th dose independent sin 2 NA
909 134.04 temperature 25 4320 > th dose independent rect. 4 14