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Os08g0176200

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

Description : Protein kinase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.68 (0.0386) R2 : 0.718
β1 : 2.17 (0.214) R2dD : 0.152 R2D : -0.376
β2 : 0.825 (0.0913) R2dC : 0.0512 R2C : 0.0363
β3 : -3.17 (0.14) R2dE : 0.361 R2E : 0.286
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -11.3 (0.626) R2dD*E : 0.475 R2D*E : -0.0464
γ1 : 1.33 (0.0844) R2dN8 : 0.219 R2N8 : 0.196
σ : 0.719
deviance : 238.17
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C
peak time of C : 0.264
E
wheather : radiation
threshold : 0.37
memory length : 4325
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 17.8
open length of G : 11.9

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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 = rect.)

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
237.87 0.725 6.68 2.14 0.846 -3.25 0.714 -11.3 1.31 0.31 0.3981 4326 17.8 12
478.95 1.02 6.68 2.08 0.868 -2.74 0.955 -- 1.39 0.299 5.21 4319 17.8 12
238.17 0.719 6.68 2.17 0.825 -3.17 -- -11.3 1.33 0.264 0.37 4325 17.8 11.9
329.69 0.846 6.74 1.91 0.753 -5.19 -- -- 0.867 1.25 5.482 47510 17.7 11.9
258.03 0.748 6.69 2.17 -- -3.23 -- -11.2 1.33 -- 0.5372 4285 17.8 11.9
589.99 1.14 6.61 -0.957 0.962 -- 0.913 -- 1.33 0.838 -- -- -- --
593.51 1.14 6.62 -0.991 0.96 -- -- -- 1.33 0.818 -- -- -- --
345.86 0.866 6.74 1.9 -- -5.36 -- -- 0.866 -- 5.41 47439 17.7 11.9
263.19 0.756 6.81 -- 0.875 -4.02 -- -- 0.444 0.521 5.416 47520 17.6 10.9
651.01 1.19 6.6 -0.956 -- -- -- -- 1.34 -- -- -- -- --
619.38 1.16 6.59 -- 0.944 -- -- -- 1.44 0.771 -- -- -- --
291.5 0.795 6.75 -- -- -4.46 -- -- 0.768 -- 3.971 47421 17.6 11.9
675.1 1.21 6.58 -- -- -- -- -- 1.45 -- -- -- -- --

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
1 213.82 radiation 1 43200 > th dose independent rect. 18 11
2 214.38 radiation 1 43200 > th dose independent rect. 18 1
12 214.64 radiation 1 43200 < th dose independent rect. 18 11
13 214.87 radiation 1 43200 < th dose independent rect. 18 9
17 215.01 radiation 1 43200 < th dose independent rect. 18 2
18 215.01 radiation 1 43200 < th dose independent rect. 18 4
23 217.73 radiation 1 43200 < th dose dependent rect. 18 5
25 217.77 radiation 1 43200 < th dose dependent rect. 18 2
30 217.87 radiation 1 43200 < th dose dependent rect. 18 9
56 224.49 radiation 40 43200 < th dose dependent rect. 18 9
169 230.23 radiation 1 43200 < th dose independent sin 15 NA
182 230.75 radiation 1 43200 < th dose dependent sin 14 NA
201 231.66 radiation 1 43200 > th dose independent sin 15 NA
230 232.59 humidity 90 43200 > th dose independent rect. 22 2
249 233.11 humidity 90 43200 > th dose dependent rect. 22 2
260 233.97 radiation 1 14400 > th dose independent rect. 18 23
323 235.77 radiation 1 14400 < th dose dependent rect. 5 1
328 235.89 radiation 1 43200 < th dose independent rect. 10 19
333 235.99 radiation 1 14400 < th dose independent rect. 18 23
338 236.10 humidity 90 43200 > th dose dependent rect. 21 4
345 236.16 radiation 1 43200 < th dose independent rect. 10 11
387 236.64 radiation 1 43200 < th dose dependent rect. 2 4
388 236.65 radiation 1 14400 < th dose dependent rect. 21 9
409 236.86 radiation 1 14400 > th dose independent rect. 8 23
525 238.09 radiation 1 14400 > th dose independent rect. 4 13
536 238.10 radiation 1 43200 > th dose independent rect. 9 10
564 238.24 radiation 1 14400 < th dose independent rect. 24 17
577 238.30 radiation 1 14400 < th dose independent rect. 5 12
678 239.15 humidity 90 43200 > th dose dependent rect. 5 1
737 239.84 radiation 1 14400 > th dose independent no NA NA
785 239.89 radiation 1 14400 > th dose independent rect. 11 23
923 241.02 radiation 1 14400 > th dose independent sin 1 NA
954 241.13 radiation 1 14400 < th dose independent rect. 4 23
955 241.14 radiation 1 14400 < th dose independent no NA NA
956 241.14 radiation 1 14400 < th dose independent rect. 24 20
980 241.16 radiation 1 14400 < th dose independent rect. 2 23
996 241.18 radiation 1 14400 < th dose independent rect. 4 18