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Os04g0501100

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

Description : Similar to MRS2-5.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.58 (0.0269) R2 : 0.618
β1 : -1.67 (0.0987) R2dD : 0.249 R2D : 0.254
β2 : 1.36 (0.0685) R2dC : 0.331 R2C : 0.316
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.276 (0.0575) R2dN8 : 0.0259 R2N8 : 0.051
σ : 0.507
deviance : 117.08
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_____
C
peak time of C : 3.95
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 = radiation, 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
92.55 0.452 6.69 -2.62 1.38 0.836 0.958 5.08 0.133 3.92 1 4337 -- --
106.5 0.481 6.56 -1.72 1.14 0.651 0.521 -- 0.396 3.73 11.13 6453 -- --
92.51 0.448 6.66 -2.57 1.29 0.769 -- 5.24 0.146 4.14 1.83 4455 -- --
107.9 0.484 6.54 -1.73 1.24 0.699 -- -- 0.444 3.57 20 6565 -- --
131.07 0.533 6.61 -2.41 -- 1.54 -- 6.56 0.226 -- 2.232 4831 -- --
114.46 0.502 6.57 -1.66 1.35 -- 0.951 -- 0.282 3.89 -- -- -- --
117.08 0.507 6.58 -1.67 1.36 -- -- -- 0.276 3.95 -- -- -- --
107.07 0.482 6.56 -1.59 -- 1.47 -- -- 0.405 -- 15.35 460 -- --
179.97 0.625 6.51 -- 1.24 0.721 -- -- 0.59 3.27 25.91 2438 -- --
218.42 0.691 6.58 -1.61 -- -- -- -- 0.312 -- -- -- -- --
190.57 0.646 6.53 -- 1.33 -- -- -- 0.462 3.97 -- -- -- --
173.63 0.614 6.51 -- -- 1.59 -- -- 0.604 -- 25.26 448 -- --
287.13 0.791 6.54 -- -- -- -- -- 0.491 -- -- -- -- --

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 85.62 temperature 10.0 14400 > th dose dependent rect. 13 1
3 85.79 precipitation 0.1 14400 < th dose independent rect. 9 6
4 85.79 precipitation 0.1 14400 < th dose dependent rect. 9 6
8 85.87 temperature 30.0 14400 < th dose dependent rect. 7 2
9 85.87 temperature 10.0 14400 > th dose dependent rect. 7 3
14 85.90 temperature 10.0 14400 > th dose dependent rect. 7 8
27 85.96 precipitation 0.1 14400 > th dose dependent rect. 6 9
36 85.99 temperature 30.0 14400 < th dose dependent rect. 6 9
74 86.11 precipitation 0.1 14400 > th dose independent rect. 9 7
84 86.13 precipitation 0.1 14400 > th dose independent rect. 9 5
175 86.32 temperature 10.0 14400 > th dose dependent sin 0 NA
176 86.32 temperature 30.0 14400 < th dose dependent sin 0 NA
209 86.38 temperature 30.0 14400 < th dose dependent rect. 13 1
816 87.18 temperature 10.0 14400 > th dose dependent no NA NA
838 87.20 temperature 30.0 14400 < th dose dependent no NA NA
841 87.20 wind 3.0 43200 > th dose dependent rect. 5 3
860 87.22 temperature 30.0 14400 < th dose dependent rect. 12 23
866 87.23 temperature 10.0 14400 > th dose dependent rect. 12 23
897 87.28 wind 3.0 43200 > th dose dependent rect. 5 1
959 87.34 temperature 20.0 14400 > th dose independent rect. 24 1