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Os01g0721000

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

Description : Protein kinase-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.1 (0.0253) R2 : 0.65
β1 : 1.67 (0.0924) R2dD : 0.261 R2D : 0.191
β2 : 1.27 (0.06) R2dC : 0.342 R2C : 0.324
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.596 (0.0539) R2dN8 : 0.126 R2N8 : 0.0383
σ : 0.475
deviance : 102.77
__
_____
C
peak time of C : 23.3
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
78 0.415 11.4 -0.56 1.23 1.19 0.893 -9.99 0.174 23.4 25.99 4152 -- --
98.45 0.466 11.1 1.75 1.2 -0.364 0.673 -- 0.613 23 25.99 4152 -- --
81.1 0.419 11.4 -0.483 1.24 1.13 -- -9.36 0.191 23.3 26.05 4266 -- --
91.87 0.446 11.1 2.58 1.28 -0.855 -- -- 0.886 23.7 32.2 47518 -- --
169.61 0.607 11.4 -0.798 -- 1.49 -- -10.2 0.0697 -- 25.11 3578 -- --
100.39 0.47 11.1 1.7 1.27 -- 0.748 -- 0.598 23.3 -- -- -- --
102.77 0.475 11.1 1.67 1.27 -- -- -- 0.596 23.3 -- -- -- --
175.14 0.616 11.2 1.4 -- 1.2 -- -- 0.403 -- 16 852 -- --
129.46 0.53 11.2 -- 1.29 1.08 -- -- 0.136 23.3 14.88 24844 -- --
203.02 0.666 11.1 1.71 -- -- -- -- 0.608 -- -- -- -- --
176.59 0.622 11.2 -- 1.28 -- -- -- 0.41 23.4 -- -- -- --
217.72 0.687 11.2 -- -- 1.86 -- -- 0.179 -- 14.5 882 -- --
279.73 0.781 11.2 -- -- -- -- -- 0.419 -- -- -- -- --

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 73.21 wind 1 43200 < th dose dependent rect. 13 13
6 75.21 temperature 25 4320 > th dose dependent rect. 17 1
8 75.34 temperature 25 4320 > th dose dependent rect. 16 3
9 75.35 wind 1 43200 < th dose independent rect. 24 1
12 75.40 temperature 25 4320 > th dose dependent rect. 16 9
15 75.43 humidity 80 43200 < th dose dependent rect. 10 1
28 75.57 wind 1 43200 < th dose dependent sin 17 NA
32 75.71 humidity 70 43200 < th dose independent rect. 5 9
36 75.77 radiation 10 43200 < th dose independent rect. 13 1
48 75.88 humidity 70 43200 > th dose independent rect. 6 8
52 75.95 humidity 70 43200 < th dose independent sin 2 NA
74 76.02 radiation 10 43200 > th dose independent rect. 6 1
96 76.06 radiation 10 43200 > th dose independent rect. 17 16
101 76.09 wind 1 43200 > th dose independent rect. 24 1
147 76.17 radiation 10 43200 > th dose independent sin 9 NA
154 76.19 humidity 60 43200 > th dose independent rect. 12 1
176 76.27 humidity 60 43200 > th dose independent rect. 11 3
199 76.34 humidity 70 43200 < th dose independent rect. 10 1
219 76.38 humidity 80 43200 > th dose independent rect. 20 2
244 76.45 humidity 70 43200 > th dose independent sin 2 NA
245 76.45 humidity 80 43200 > th dose independent rect. 19 4
250 76.47 humidity 70 43200 > th dose independent rect. 9 1
267 76.47 wind 1 43200 < th dose dependent rect. 24 1
273 76.48 temperature 25 4320 > th dose dependent sin 13 NA
292 76.53 wind 1 43200 < th dose independent rect. 17 9
297 76.54 humidity 80 43200 < th dose independent rect. 19 3
309 76.56 humidity 70 43200 > th dose independent rect. 5 15
313 76.57 radiation 20 43200 > th dose independent rect. 8 6
342 76.59 humidity 60 43200 > th dose independent rect. 20 19
351 76.60 humidity 70 43200 < th dose independent rect. 16 22
357 76.61 humidity 80 43200 < th dose dependent sin 4 NA
391 76.64 humidity 80 43200 < th dose dependent rect. 19 19
466 76.72 radiation 20 43200 < th dose dependent rect. 8 6
523 76.81 humidity 80 43200 < th dose independent rect. 20 1
566 76.85 radiation 20 43200 < th dose dependent rect. 10 4
587 76.88 radiation 20 43200 > th dose independent rect. 10 1
600 76.89 radiation 30 43200 < th dose dependent rect. 13 1
623 76.92 wind 1 43200 > th dose independent rect. 17 9
642 76.93 humidity 70 43200 > th dose independent rect. 17 20
644 76.93 radiation 20 43200 < th dose dependent rect. 10 1
672 76.97 humidity 70 43200 < th dose independent no NA NA
686 76.99 humidity 70 43200 < th dose independent rect. 19 23
729 77.05 humidity 70 43200 < th dose independent rect. 12 23
768 77.07 radiation 20 43200 < th dose dependent rect. 8 3
771 77.07 humidity 70 43200 < th dose dependent rect. 10 19
825 77.11 humidity 80 43200 < th dose dependent rect. 8 15
881 77.17 humidity 80 43200 < th dose dependent rect. 19 1
956 77.22 temperature 25 4320 > th dose independent rect. 17 2
962 77.22 humidity 50 43200 > th dose dependent rect. 10 1