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Os03g0164100

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 5.96 (0.0243) R2 : 0.399
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.871 (0.0621) R2dC : 0.261 R2C : 0.245
β3 : 0.804 (0.078) R2dE : 0.143 R2E : 0.134
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0633 (0.0524) R2dN8 : 0.00238 R2N8 : 0.0114
σ : 0.453
deviance : 94.64
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C
peak time of C : 4.26
E
wheather : temperature
threshold : 22.3
memory length : 2009
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 = 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
91.26 0.449 5.91 -0.0902 0.784 1.21 0.214 2.03 0.0935 4 11.03 5355 -- --
92.52 0.448 5.97 -0.328 0.759 0.797 0.219 -- 0.0122 3.96 21.64 2777 -- --
91.39 0.445 5.91 -0.0873 0.785 1.22 -- 2.06 0.0933 4.02 10.86 5369 -- --
92.62 0.448 5.98 -0.331 0.748 0.807 -- -- 0.0174 4.05 21.7 2741 -- --
123.96 0.519 5.91 -0.03 -- 1.26 -- 2.11 0.112 -- 13.34 4037 -- --
114.63 0.502 5.94 -0.0105 0.836 -- 0.337 -- 0.195 3.74 -- -- -- --
114.96 0.502 5.94 -0.0155 0.838 -- -- -- 0.193 3.78 -- -- -- --
122.16 0.515 5.99 -0.341 -- 0.942 -- -- 0.0122 -- 22.19 2657 -- --
94.64 0.453 5.96 -- 0.871 0.804 -- -- 0.0633 4.26 22.3 2009 -- --
153.74 0.579 5.94 0.0193 -- -- -- -- 0.215 -- -- -- -- --
114.97 0.502 5.94 -- 0.838 -- -- -- 0.195 3.78 -- -- -- --
124.8 0.52 5.97 -- -- 0.848 -- -- 0.0784 -- 22.64 2651 -- --
153.75 0.579 5.94 -- -- -- -- -- 0.213 -- -- -- -- --

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 89.74 temperature 10 1440 > th dose dependent rect. 18 1
2 89.75 temperature 30 1440 < th dose dependent rect. 18 1
5 90.36 temperature 20 4320 > th dose dependent rect. 22 1
8 90.41 temperature 20 4320 > th dose dependent rect. 3 1
10 90.49 temperature 20 4320 > th dose dependent rect. 18 11
16 90.55 temperature 20 4320 > th dose dependent rect. 20 9
22 90.57 temperature 20 4320 > th dose dependent rect. 18 6
45 90.63 temperature 10 4320 > th dose dependent rect. 17 11
48 90.63 temperature 10 4320 > th dose dependent rect. 15 15
58 90.65 temperature 10 4320 > th dose dependent rect. 18 9
79 90.67 temperature 30 4320 < th dose dependent rect. 18 10
94 90.69 temperature 30 4320 < th dose dependent rect. 22 2
107 90.71 temperature 20 4320 > th dose dependent sin 13 NA
108 90.71 temperature 10 4320 > th dose dependent rect. 22 2
126 90.73 temperature 10 4320 > th dose dependent sin 14 NA
155 90.77 temperature 10 4320 > th dose dependent rect. 21 4
183 90.81 temperature 10 1440 > th dose dependent rect. 15 5
269 90.91 temperature 30 4320 < th dose dependent sin 13 NA
290 90.93 temperature 15 1440 > th dose dependent rect. 16 1
645 91.43 temperature 25 1440 < th dose independent rect. 18 2
693 91.48 temperature 30 1440 < th dose dependent rect. 16 4
811 91.62 temperature 25 1440 > th dose independent rect. 18 2
895 91.70 temperature 30 4320 < th dose dependent rect. 1 1