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Os04g0437600

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

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.8 (0.0197) R2 : 0.264
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.651 (0.0509) R2dC : 0.265 R2C : 0.264
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.00227 (0.0415) R2dN8 : 6.24e-06 R2N8 : -0.000431
σ : 0.372
deviance : 63.31
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_____
C
peak time of C : 16.4
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
45.65 0.317 13.7 0.889 0.591 -0.841 0.0971 2.12 0.267 16.7 24.34 1385 -- --
47.51 0.323 13.8 0.26 1.01 -0.993 0.291 -- 0.164 15.8 22.44 7237 -- --
45.65 0.315 13.7 0.883 0.594 -0.843 -- 2.09 0.276 16.7 24.15 1378 -- --
47.75 0.324 13.8 0.263 1.01 -0.981 -- -- 0.165 15.8 22.29 8584 -- --
62.6 0.368 13.7 0.923 -- -0.984 -- 2.31 0.288 -- 24.06 1291 -- --
63.17 0.373 13.8 0.0667 0.652 -- 0.0886 -- 0.0093 16.4 -- -- -- --
63.19 0.372 13.8 0.0674 0.652 -- -- -- 0.00978 16.4 -- -- -- --
68.31 0.385 13.8 0.39 -- -0.696 -- -- 0.212 -- 20.99 7040 -- --
49.46 0.329 13.8 -- 0.97 -0.9 -- -- 0.125 15.8 22.29 8584 -- --
85.97 0.433 13.8 0.0419 -- -- -- -- -0.00745 -- -- -- -- --
63.31 0.372 13.8 -- 0.651 -- -- -- 0.00227 16.4 -- -- -- --
70.71 0.392 13.8 -- -- -0.619 -- -- 0.069 -- 23.4 2692 -- --
86.01 0.433 13.8 -- -- -- -- -- -0.0121 -- -- -- -- --

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 42.47 temperature 20 10 > th dose dependent rect. 4 18
17 43.88 temperature 25 1440 > th dose dependent rect. 13 2
74 44.72 temperature 25 1440 > th dose dependent rect. 12 19
112 45.02 temperature 25 1440 > th dose dependent sin 18 NA
345 46.02 temperature 25 1440 > th dose dependent no NA NA
399 46.32 temperature 20 720 > th dose dependent sin 8 NA
438 46.47 temperature 20 720 > th dose dependent rect. 21 17
522 46.85 temperature 20 720 > th dose dependent rect. 19 16
559 46.97 temperature 20 720 > th dose dependent rect. 21 14
586 47.06 temperature 25 1440 > th dose independent rect. 17 5
694 47.33 temperature 30 1440 < th dose independent rect. 14 1
750 47.41 temperature 25 1440 < th dose independent rect. 17 5
767 47.43 temperature 25 1440 > th dose independent rect. 19 3
785 47.46 temperature 25 10 > th dose independent rect. 1 21
956 47.66 temperature 30 720 < th dose dependent rect. 18 18
981 47.69 temperature 30 720 < th dose dependent rect. 20 16
994 47.70 temperature 10 720 > th dose dependent rect. 12 23