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Os06g0693200

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.46 (0.0398) R2 : 0.628
β1 : -1.57 (0.152) R2dD : 0.1 R2D : -0.016
β2 : 1.41 (0.101) R2dC : 0.159 R2C : 0.179
β3 : 2.93 (0.137) R2dE : 0.465 R2E : 0.373
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0222 (0.0893) R2dN8 : 6.53e-05 R2N8 : -0.00495
σ : 0.731
deviance : 246.59
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C
peak time of C : 7.01
E
wheather : temperature
threshold : 19.26
memory length : 1362
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
241.09 0.73 6.53 -2.15 1.42 2.98 0.745 -2.2 -0.178 7.22 20.37 1314 -- --
245.59 0.73 6.49 -1.64 1.4 3.05 0.767 -- -0.0622 7.34 19.3 1300 -- --
242.28 0.725 6.54 -2.19 1.43 2.98 -- -2.44 -0.19 7.25 20.74 1296 -- --
246.59 0.731 6.46 -1.57 1.41 2.93 -- -- -0.0222 7.01 19.26 1362 -- --
347.62 0.868 6.57 -2.1 -- 2.96 -- -2.08 -0.157 -- 20.67 1358 -- --
492.11 1.04 6.31 -0.49 1.53 -- 0.698 -- 0.656 6.36 -- -- -- --
493.31 1.04 6.31 -0.482 1.53 -- -- -- 0.654 6.33 -- -- -- --
350.99 0.873 6.5 -1.57 -- 3.03 -- -- -0.0134 -- 19.15 1370 -- --
298.6 0.805 6.39 -- 1.46 2.33 -- -- 0.297 6.94 21.31 1296 -- --
615 1.16 6.34 -0.441 -- -- -- -- 0.687 -- -- -- -- --
499.43 1.05 6.3 -- 1.52 -- -- -- 0.708 6.34 -- -- -- --
402.14 0.934 6.43 -- -- 2.38 -- -- 0.277 -- 21.53 1352 -- --
620.14 1.16 6.33 -- -- -- -- -- 0.736 -- -- -- -- --

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
1 236.92 temperature 20 1440 > th dose dependent rect. 15 7
5 237.87 temperature 20 1440 > th dose dependent rect. 16 3
20 239.68 temperature 20 1440 > th dose dependent sin 17 NA
27 240.26 temperature 20 1440 > th dose dependent rect. 12 20
67 241.50 temperature 20 1440 > th dose dependent rect. 3 20
138 242.98 temperature 20 1440 > th dose dependent no NA NA
147 243.08 temperature 20 1440 > th dose dependent rect. 21 23
830 252.17 temperature 30 1440 < th dose dependent rect. 18 1
864 252.86 radiation 30 14400 > th dose independent rect. 16 16
889 253.26 temperature 30 1440 < th dose dependent rect. 15 8
922 254.00 temperature 20 1440 > th dose dependent rect. 6 1
999 255.35 temperature 30 1440 < th dose dependent rect. 6 1