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Os01g0367700

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

Description : Similar to Cyclin-dependent protein kinase-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.3 (0.0166) R2 : 0.159
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.325 (0.0349) R2dN8 : 0.206 R2N8 : 0.159
σ : 0.313
deviance : 44.83
__
_____
C
peak time of C : --
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
16.66 0.192 13.5 -0.614 0.541 0.635 0.0589 -4.08 0.201 22.3 27.77 5640 -- --
19.38 0.205 13.4 0.36 0.491 0.333 0.175 -- 0.246 22.3 22.89 6878 -- --
16.58 0.19 13.5 -0.676 0.542 0.693 -- -4.58 0.236 22.3 28.27 5577 -- --
18.7 0.201 13.4 0.305 0.538 0.306 -- -- 0.26 22.5 20.4 7815 -- --
33.14 0.268 13.4 -0.613 -- 0.889 -- -5.26 0.25 -- 27.48 3748 -- --
21.52 0.217 13.3 0.477 0.53 -- 0.117 -- 0.377 22.4 -- -- -- --
21.57 0.217 13.3 0.472 0.53 -- -- -- 0.376 22.4 -- -- -- --
34.34 0.273 13.3 0.296 -- 0.371 -- -- 0.266 -- 20.8 3703 -- --
19.88 0.208 13.4 -- 0.505 0.517 -- -- 0.188 22.4 16.2 7952 -- --
38.73 0.291 13.3 0.481 -- -- -- -- 0.378 -- -- -- -- --
27.45 0.245 13.3 -- 0.533 -- -- -- 0.324 22.5 -- -- -- --
31.24 0.26 13.4 -- -- 0.777 -- -- 0.214 -- 17.2 801 -- --
44.83 0.313 13.3 -- -- -- -- -- 0.325 -- -- -- -- --

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 16.85 radiation 20 43200 < th dose independent rect. 7 2
2 16.85 humidity 70 43200 < th dose dependent rect. 10 1
5 16.95 radiation 30 43200 < th dose independent rect. 16 18
35 16.98 radiation 20 43200 > th dose independent rect. 7 1
36 16.98 radiation 40 43200 < th dose independent rect. 9 1
54 16.99 wind 1 43200 < th dose dependent rect. 4 1
88 17.03 humidity 70 43200 < th dose dependent rect. 22 14
90 17.03 radiation 20 43200 > th dose dependent rect. 16 18
91 17.04 radiation 30 43200 < th dose independent sin 10 NA
127 17.05 radiation 20 43200 > th dose dependent rect. 6 4
143 17.06 radiation 30 43200 > th dose dependent rect. 9 1
151 17.07 humidity 70 43200 < th dose dependent rect. 8 4
185 17.08 radiation 20 43200 < th dose independent rect. 14 20
203 17.10 radiation 20 43200 < th dose independent rect. 14 1
213 17.11 humidity 60 43200 > th dose independent rect. 11 1
234 17.12 temperature 25 4320 > th dose independent rect. 4 5
235 17.12 temperature 25 4320 < th dose independent rect. 4 5
254 17.13 radiation 30 43200 < th dose independent rect. 11 1
422 17.16 radiation 20 43200 > th dose dependent sin 11 NA
486 17.20 radiation 30 43200 < th dose independent no NA NA
488 17.20 radiation 40 43200 > th dose independent rect. 9 2
497 17.20 radiation 30 43200 < th dose independent rect. 7 10
636 17.21 radiation 30 43200 < th dose independent sin 23 NA
720 17.21 radiation 40 43200 < th dose dependent rect. 7 2
738 17.22 temperature 25 4320 < th dose independent rect. 6 2
740 17.22 radiation 40 43200 > th dose independent rect. 7 4
886 17.24 humidity 60 43200 < th dose independent rect. 11 1