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Os09g0356200

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

Description : Serine/threonine 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 : 10.1 (0.0368) R2 : 0.624
β1 : 0.0605 (0.161) R2dD : 9.22e-05 R2D : -0.0785
β2 : 1.26 (0.0835) R2dC : 0.198 R2C : 0.0277
β3 : -4.62 (0.277) R2dE : 0.601 R2E : 0.13
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -6.62 (0.922) R2dD*E : 0.167 R2D*E : -0.393
γ1 : 0.883 (0.0764) R2dN8 : 0.166 R2N8 : 0.2
σ : 0.625
deviance : 180.02
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C
peak time of C : 14.2
E
wheather : radiation
threshold : 0.6881
memory length : 1414
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 = 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
177.05 0.625 10.1 0.0894 1.22 -4.65 -1 -6.81 0.881 14.5 0.6895 1422 -- --
192.44 0.646 10.2 -0.491 1.24 -3.03 -1.22 -- 0.802 14.3 1.348 1402 -- --
180.02 0.625 10.1 0.0605 1.26 -4.62 -- -6.62 0.883 14.2 0.6881 1414 -- --
198.6 0.656 10.2 -0.52 1.25 -3.07 -- -- 0.79 14.1 1.493 1398 -- --
223.3 0.696 10.1 0.00367 -- -4.7 -- -6.3 0.797 -- 0.5775 3044 -- --
304.17 0.818 10.1 0.204 1.03 -- -1.75 -- 1.19 15 -- -- -- --
314.45 0.83 10.1 0.164 1.02 -- -- -- 1.18 14.9 -- -- -- --
206.84 0.67 10.2 -0.472 -- -3.54 -- -- 0.714 -- 1.411 3122 -- --
204.39 0.666 10.2 -- 1.3 -2.79 -- -- 0.867 14 2.03 1388 -- --
374.39 0.904 10.1 0.121 -- -- -- -- 1.15 -- -- -- -- --
315.16 0.83 10.1 -- 1.02 -- -- -- 1.16 14.9 -- -- -- --
211.36 0.677 10.2 -- -- -3.36 -- -- 0.757 -- 2.029 3136 -- --
374.78 0.904 10.1 -- -- -- -- -- 1.14 -- -- -- -- --

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
1 167.31 humidity 90 43200 > th dose dependent rect. 21 3
5 168.22 radiation 1 43200 > th dose independent rect. 18 1
15 168.45 radiation 1 1440 < th dose dependent rect. 8 22
16 168.90 humidity 90 43200 > th dose independent rect. 22 2
18 169.02 humidity 90 43200 > th dose independent rect. 20 4
21 169.27 radiation 1 43200 < th dose dependent rect. 18 1
24 169.31 radiation 1 43200 < th dose dependent rect. 18 5
31 169.43 radiation 1 43200 < th dose dependent rect. 18 9
35 169.59 radiation 1 43200 < th dose dependent rect. 2 3
39 169.67 radiation 1 1440 < th dose dependent rect. 13 17
40 169.68 radiation 1 43200 < th dose dependent rect. 4 1
44 169.95 radiation 1 43200 < th dose independent rect. 18 1
46 169.98 radiation 1 43200 < th dose independent rect. 18 6
48 169.99 radiation 1 43200 < th dose independent rect. 18 9
58 170.21 radiation 1 43200 < th dose dependent rect. 21 8
118 173.06 radiation 1 43200 < th dose dependent rect. 13 16
133 173.37 radiation 1 43200 < th dose dependent sin 15 NA
142 173.63 radiation 1 43200 < th dose dependent rect. 8 21
149 173.73 radiation 1 43200 < th dose dependent rect. 13 6
152 173.74 radiation 1 43200 < th dose dependent rect. 13 10
165 173.86 radiation 1 43200 < th dose dependent rect. 18 21
212 174.28 radiation 1 43200 < th dose dependent rect. 7 12
215 174.29 radiation 1 43200 < th dose dependent rect. 7 16
236 174.40 radiation 1 43200 < th dose dependent rect. 10 9
239 174.41 radiation 1 43200 < th dose dependent rect. 10 13
335 175.10 radiation 1 43200 < th dose dependent rect. 4 15
336 175.10 radiation 1 43200 < th dose dependent rect. 2 17
341 175.11 radiation 1 43200 < th dose dependent rect. 4 19
342 175.11 radiation 1 43200 < th dose dependent rect. 2 21
352 175.13 humidity 90 43200 > th dose dependent sin 15 NA
367 175.15 radiation 1 43200 < th dose dependent rect. 22 21
378 175.17 radiation 1 43200 < th dose dependent no NA NA
420 175.72 humidity 90 43200 < th dose independent rect. 18 7
423 175.82 humidity 90 43200 < th dose independent rect. 22 1
432 176.04 wind 7 43200 > th dose dependent rect. 10 8
436 176.15 humidity 90 43200 < th dose independent rect. 20 3
437 176.16 temperature 20 14400 < th dose independent rect. 4 1
439 176.18 temperature 20 14400 > th dose independent rect. 4 1
452 176.36 temperature 20 14400 < th dose dependent rect. 4 1
469 176.44 radiation 1 1440 > th dose independent rect. 8 22
471 176.45 temperature 20 43200 > th dose independent rect. 6 1
487 176.58 temperature 25 1440 > th dose independent rect. 6 18
516 176.85 radiation 1 1440 < th dose dependent rect. 17 13
519 176.92 temperature 25 1440 < th dose independent rect. 6 18
539 177.04 wind 9 43200 > th dose independent rect. 11 20
602 177.28 radiation 1 43200 < th dose dependent rect. 4 11
623 177.38 humidity 90 43200 < th dose independent rect. 18 1
625 177.38 radiation 1 43200 < th dose dependent rect. 22 17
632 177.42 radiation 1 1440 < th dose independent rect. 8 22
639 177.45 temperature 20 43200 < th dose independent rect. 1 1
648 177.48 temperature 20 43200 < th dose independent rect. 1 7
651 177.49 temperature 20 43200 < th dose independent rect. 22 1
657 177.52 temperature 20 43200 < th dose independent rect. 21 5
662 177.53 temperature 20 43200 < th dose independent rect. 21 11
691 177.63 radiation 1 1440 > th dose independent rect. 13 17
702 177.65 wind 7 43200 > th dose dependent rect. 11 13
714 177.68 temperature 20 43200 > th dose independent rect. 22 1
726 177.71 wind 7 43200 > th dose dependent rect. 15 1
768 177.83 temperature 20 43200 > th dose independent rect. 21 11
814 177.92 temperature 20 43200 > th dose independent rect. 21 5
843 177.97 temperature 25 1440 > th dose independent rect. 10 14
908 178.11 wind 7 43200 > th dose dependent rect. 11 16
919 178.14 temperature 20 43200 > th dose independent rect. 1 1
929 178.16 radiation 1 1440 < th dose dependent sin 13 NA
943 178.20 temperature 20 43200 < th dose independent sin 9 NA
980 178.25 radiation 1 1440 < th dose dependent rect. 17 23
989 178.28 humidity 90 43200 > th dose dependent rect. 5 23