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Os01g0108800

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

Description : Protein of unknown function DUF936, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.61 (0.0531) R2 : 0.689
β1 : -4.8 (0.196) R2dD : 0.439 R2D : 0.366
β2 : 2.53 (0.13) R2dC : 0.26 R2C : 0.236
β3 : 2.17 (0.224) R2dE : 0.0722 R2E : -0.0314
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.392 (0.117) R2dN8 : 0.0112 R2N8 : 0.0195
σ : 0.984
deviance : 446.67
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C
peak time of C : 2.67
E
wheather : atmosphere
threshold : 1007
memory length : 11992
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, 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
450.78 0.998 6.6 -4.6 2.51 1.88 -0.917 3.09 0.318 2.63 1007 5371 -- --
444.26 0.982 6.61 -4.84 2.53 2.12 -0.819 -- 0.374 2.63 1007 11988 -- --
446.1 0.984 6.6 -4.57 2.54 1.66 -- 2.75 0.309 2.69 1007 11353 -- --
446.67 0.984 6.61 -4.8 2.53 2.17 -- -- 0.392 2.67 1007 11992 -- --
810.13 1.33 6.58 -4.33 -- 1.58 -- 3.17 0.366 -- 1009 11113 -- --
536.22 1.09 6.68 -4.49 2.5 -- -0.785 -- 0.0867 2.65 -- -- -- --
538.36 1.09 6.68 -4.48 2.5 -- -- -- 0.0911 2.68 -- -- -- --
815.35 1.33 6.6 -4.68 -- 2.11 -- -- 0.453 -- 1007 11147 -- --
1031.84 1.5 6.41 -- 2.44 1.81 -- -- 1.02 2.64 1006 17734 -- --
901.3 1.4 6.66 -4.37 -- -- -- -- 0.154 -- -- -- -- --
1066.18 1.53 6.57 -- 2.41 -- -- -- 0.589 2.66 -- -- -- --
1368 1.72 6.5 -- -- 1.11 -- -- 0.885 -- 1005 17833 -- --
1404.77 1.75 6.55 -- -- -- -- -- 0.639 -- -- -- -- --

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
1 442.00 precipitation 0.1 14400 > th dose dependent rect. 17 1
2 442.90 precipitation 0.1 1440 > th dose independent rect. 16 4
3 444.30 precipitation 0.1 1440 > th dose dependent rect. 15 6
4 444.60 precipitation 0.1 4320 < th dose independent rect. 17 1
5 444.60 precipitation 0.1 4320 < th dose dependent rect. 17 1
6 445.07 precipitation 0.1 4320 > th dose independent rect. 17 1
7 446.59 radiation 1.0 14400 < th dose dependent rect. 1 3
8 446.88 atmosphere 1005.0 4320 < th dose dependent rect. 15 1
31 448.26 temperature 20.0 270 > th dose independent rect. 9 18
68 449.48 atmosphere 1000.0 4320 < th dose independent rect. 12 5
71 449.52 atmosphere 1000.0 4320 > th dose independent rect. 12 5
74 449.63 atmosphere 1005.0 14400 > th dose independent rect. 14 1
85 449.87 atmosphere 1000.0 4320 < th dose independent rect. 15 2
87 449.90 temperature 20.0 270 > th dose independent rect. 21 7
90 449.94 precipitation 0.1 1440 < th dose independent rect. 16 4
91 449.94 precipitation 0.1 1440 < th dose dependent rect. 16 4
125 450.59 atmosphere 995.0 4320 > th dose dependent rect. 12 1
131 450.64 temperature 20.0 270 > th dose independent rect. 7 21
137 450.70 atmosphere 995.0 4320 > th dose dependent rect. 12 3
154 451.05 atmosphere 1005.0 4320 < th dose dependent sin 21 NA
194 451.63 temperature 20.0 270 > th dose independent rect. 22 5
395 453.33 atmosphere 1000.0 4320 > th dose independent sin 23 NA
422 453.47 atmosphere 1000.0 4320 < th dose independent sin 23 NA
453 453.63 humidity 90.0 30 < th dose independent sin 8 NA
637 454.47 atmosphere 995.0 14400 > th dose independent rect. 18 3
829 455.03 humidity 80.0 270 > th dose dependent rect. 22 5