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Os07g0641200

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

Description : Similar to CaMK1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.1 (0.0149) R2 : 0.416
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.629 (0.0378) R2dC : 0.355 R2C : 0.347
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.203 (0.0315) R2dN8 : 0.0689 R2N8 : 0.0605
σ : 0.282
deviance : 36.37
__
_____
C
peak time of C : 3.54
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
27.08 0.245 10.2 -0.294 0.824 -0.768 -0.0502 -0.356 0.0319 3.13 26.47 9 -- --
27.26 0.245 10.2 -0.351 0.822 -0.745 -0.194 -- 0.0192 3.09 26.63 8 -- --
27.09 0.242 10.2 -0.29 0.823 -0.771 -- -0.388 0.0329 3.14 26.45 8 -- --
27.35 0.244 10.2 -0.352 0.825 -0.75 -- -- 0.0183 3.15 26.67 9 -- --
55.73 0.348 10.1 -0.198 -- -0.383 -- -0.225 0.148 -- 23.99 21 -- --
35.51 0.279 10.1 -0.175 0.632 -- -0.159 -- 0.183 3.47 -- -- -- --
35.59 0.279 10.1 -0.173 0.632 -- -- -- 0.184 3.54 -- -- -- --
46.96 0.319 10.2 -0.388 -- -0.811 -- -- 0.0535 -- 38.89 1171 -- --
30.26 0.258 10.2 -- 0.778 -0.611 -- -- 0.0854 3.19 26.5 8 -- --
57.89 0.356 10.1 -0.146 -- -- -- -- 0.201 -- -- -- -- --
36.37 0.282 10.1 -- 0.629 -- -- -- 0.203 3.54 -- -- -- --
50.45 0.331 10.2 -- -- -0.646 -- -- 0.124 -- 55.9 1156 -- --
58.45 0.357 10.1 -- -- -- -- -- 0.217 -- -- -- -- --

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 25.18 temperature 15 720 > th dose dependent rect. 17 7
8 25.74 temperature 10 720 > th dose dependent sin 15 NA
15 25.97 temperature 10 720 > th dose dependent rect. 13 16
52 26.54 temperature 10 720 > th dose dependent rect. 10 15
55 26.57 temperature 30 720 < th dose dependent rect. 16 5
66 26.62 temperature 10 720 > th dose dependent rect. 13 12
72 26.64 temperature 10 720 > th dose dependent rect. 13 10
80 26.68 temperature 25 30 < th dose dependent rect. 5 23
172 27.13 temperature 25 10 < th dose dependent rect. 16 22
188 27.18 temperature 25 10 < th dose dependent rect. 1 23
199 27.20 temperature 25 10 < th dose dependent rect. 9 23
201 27.21 temperature 25 10 < th dose dependent no NA NA
204 27.21 temperature 25 10 < th dose dependent rect. 7 23
208 27.23 temperature 25 10 < th dose dependent rect. 23 23
212 27.24 temperature 25 10 < th dose dependent rect. 11 23
221 27.25 temperature 25 10 < th dose dependent rect. 19 23
226 27.27 temperature 25 720 < th dose independent rect. 17 4
229 27.27 temperature 25 10 < th dose dependent rect. 21 23
235 27.29 temperature 25 30 < th dose dependent rect. 13 23
245 27.32 temperature 25 30 < th dose dependent rect. 3 23
344 27.61 temperature 10 10 > th dose dependent sin 11 NA
356 27.64 temperature 25 720 < th dose independent rect. 18 1
385 27.70 temperature 30 720 < th dose dependent sin 17 NA
426 27.81 temperature 30 10 < th dose dependent rect. 17 11
494 27.96 temperature 30 90 < th dose dependent rect. 16 11
672 28.24 temperature 30 10 < th dose dependent rect. 14 14
731 28.31 wind 9 90 < th dose dependent rect. 3 14
764 28.36 temperature 30 90 < th dose dependent rect. 13 14
765 28.36 temperature 30 720 < th dose dependent rect. 16 15
819 28.42 temperature 30 10 < th dose dependent sin 13 NA
842 28.44 temperature 25 720 < th dose independent rect. 11 13
885 28.48 temperature 25 30 < th dose dependent sin 18 NA
894 28.49 temperature 20 90 > th dose independent rect. 3 14
936 28.52 temperature 25 10 < th dose dependent rect. 13 19
941 28.53 wind 1 30 > th dose independent sin 1 NA