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Os06g0727400

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

Description : Similar to Protein kinase APK1A, chloroplast precursor (EC 2.7.1.-).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.1 (0.0142) R2 : 0.52
β1 : 1.14 (0.0521) R2dD : 0.522 R2D : 0.428
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.245 (0.0304) R2dN8 : 0.0918 R2N8 : -0.00227
σ : 0.267
deviance : 32.68
__
_____
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 = 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
24.82 0.234 11.1 1.25 0.118 0.172 -0.241 -2.16 0.313 18.8 18.13 34337 -- --
31.44 0.263 11.1 1.15 0.113 0.154 -0.35 -- 0.248 16.3 60 47520 -- --
24.92 0.232 11.1 1.23 0.107 0.165 -- -2.11 0.3 19.6 19.53 34307 -- --
31.69 0.264 11.1 1.14 0.111 0.147 -- -- 0.246 16.8 107.2 47520 -- --
25.65 0.236 11.1 1.22 -- 0.162 -- -2.1 0.294 -- 22.99 34342 -- --
31.94 0.265 11.1 1.14 0.11 -- -0.205 -- 0.248 18.6 -- -- -- --
31.99 0.265 11.1 1.14 0.113 -- -- -- 0.247 19.7 -- -- -- --
32.29 0.266 11.1 1.14 -- 0.108 -- -- 0.244 -- 107.2 47520 -- --
58.37 0.356 11.1 -- 0.111 0.572 -- -- 0.123 20 90.9 47520 -- --
32.68 0.267 11.1 1.14 -- -- -- -- 0.245 -- -- -- -- --
66.33 0.381 11.1 -- 0.106 -- -- -- 0.12 20.4 -- -- -- --
59.04 0.358 11.1 -- -- 0.57 -- -- 0.122 -- 91.08 47520 -- --
66.96 0.382 11.1 -- -- -- -- -- 0.119 -- -- -- -- --

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 23.60 wind 9 43200 > th dose independent rect. 16 3
3 23.75 wind 7 43200 > th dose independent rect. 18 2
4 23.83 wind 9 43200 < th dose independent rect. 16 3
6 23.94 wind 1 14400 < th dose dependent rect. 24 1
8 23.96 wind 7 43200 < th dose independent rect. 18 2
9 23.96 wind 7 43200 > th dose dependent rect. 16 3
10 23.99 wind 7 43200 > th dose dependent rect. 18 2
14 24.06 atmosphere 1005 14400 > th dose independent rect. 15 7
21 24.13 atmosphere 1000 14400 > th dose dependent rect. 17 1
22 24.14 atmosphere 1005 14400 < th dose independent rect. 16 5
39 24.21 atmosphere 1005 14400 > th dose independent rect. 15 3
62 24.25 wind 1 14400 < th dose independent rect. 24 1
140 24.33 atmosphere 1000 14400 > th dose dependent sin 15 NA
231 24.40 atmosphere 1000 14400 > th dose dependent rect. 23 2
246 24.41 atmosphere 1000 14400 > th dose dependent rect. 1 1
336 24.47 wind 1 14400 > th dose independent rect. 24 1
372 24.49 atmosphere 1000 14400 > th dose dependent no NA NA
383 24.49 atmosphere 1000 14400 > th dose dependent rect. 3 23
403 24.50 atmosphere 1000 14400 > th dose dependent rect. 1 23
406 24.50 atmosphere 1000 14400 > th dose dependent rect. 22 23
409 24.51 wind 1 14400 < th dose independent rect. 22 4
429 24.51 atmosphere 1000 14400 > th dose dependent rect. 19 23
455 24.53 atmosphere 1005 14400 > th dose independent sin 19 NA
601 24.63 atmosphere 1015 14400 < th dose dependent rect. 17 1
613 24.64 humidity 70 43200 < th dose independent rect. 11 1
615 24.64 wind 1 14400 > th dose independent rect. 23 3
675 24.67 humidity 70 43200 > th dose independent rect. 11 1
706 24.68 atmosphere 1005 14400 < th dose independent sin 18 NA
796 24.71 atmosphere 1015 14400 < th dose dependent rect. 20 1
882 24.74 radiation 20 43200 > th dose independent rect. 6 1
977 24.77 atmosphere 1015 14400 < th dose dependent sin 15 NA