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Os01g0613800

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

Description : Peptidase C1A, papain family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.8 (0.0425) R2 : 0.565
β1 : 2.45 (0.232) R2dD : 0.265 R2D : 0.0974
β2 : 1.71 (0.104) R2dC : 0.254 R2C : 0.196
β3 : 2.26 (0.153) R2dE : 0.25 R2E : 0.155
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 3.62 (0.606) R2dD*E : 0.0884 R2D*E : -0.177
γ1 : -0.205 (0.101) R2dN8 : 0.00787 R2N8 : -0.00736
σ : 0.752
deviance : 260.52
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C
peak time of C : 7.79
E
wheather : radiation
threshold : 1.14
memory length : 13517
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 6.79
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 independent, type of G = sin)

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
259.6 0.757 10.8 2.41 1.68 2.23 0.731 3.69 -0.203 7.85 1.15 13490 6.96 --
282.48 0.783 10.8 2.31 1.7 1.95 0.831 -- -0.173 7.67 2.338 14922 7.25 --
260.52 0.752 10.8 2.45 1.71 2.26 -- 3.62 -0.205 7.79 1.14 13517 6.79 --
276.67 0.775 10.8 1.98 1.74 2.04 -- -- -0.22 7.96 2.331 14934 7.89 --
379.38 0.907 10.8 2.3 -- 2.07 -- 3.58 -0.187 -- 0.83 21581 6.83 --
401.72 0.94 10.7 1.68 1.48 -- 0.413 -- 0.14 7.79 -- -- -- --
402.21 0.939 10.7 1.69 1.48 -- -- -- 0.139 7.77 -- -- -- --
376.2 0.903 11 0.154 -- 2.38 -- -- -0.621 -- 1.336 46086 10.5 --
244.71 0.729 11 -- 1.47 2.58 -- -- -1.1 7.95 1.22 47520 8.69 --
521.21 1.07 10.8 1.71 -- -- -- -- 0.16 -- -- -- -- --
477.82 1.02 10.8 -- 1.5 -- -- -- -0.0493 7.69 -- -- -- --
363.01 0.887 11.1 -- -- 2.55 -- -- -1.07 -- 1.559 47520 11.7 --
598.53 1.14 10.8 -- -- -- -- -- -0.0296 -- -- -- -- --

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
1 243.64 precipitation 0.1 43200 > th dose independent rect. 1 4
2 243.90 precipitation 0.1 43200 > th dose dependent rect. 1 4
3 243.91 precipitation 0.1 43200 < th dose independent rect. 1 4
4 243.91 precipitation 0.1 43200 < th dose dependent rect. 1 4
5 244.19 precipitation 0.1 43200 > th dose dependent rect. 23 7
9 244.55 precipitation 0.1 43200 > th dose independent rect. 23 7
10 244.68 precipitation 0.1 43200 < th dose independent rect. 23 7
11 244.68 precipitation 0.1 43200 < th dose dependent rect. 23 7
25 245.85 precipitation 0.1 43200 > th dose dependent rect. 24 10
35 246.45 precipitation 0.1 43200 > th dose dependent rect. 2 12
40 246.75 precipitation 0.1 43200 < th dose independent rect. 24 10
41 246.75 precipitation 0.1 43200 < th dose dependent rect. 24 10
42 246.79 precipitation 0.1 43200 > th dose independent rect. 24 10
52 246.93 temperature 10.0 43200 > th dose dependent rect. 13 1
64 247.11 temperature 10.0 43200 > th dose dependent rect. 9 5
79 247.24 temperature 10.0 43200 > th dose dependent rect. 9 2
100 247.34 temperature 10.0 43200 > th dose dependent rect. 7 12
150 247.52 temperature 30.0 43200 < th dose dependent rect. 7 3
160 247.55 temperature 30.0 43200 < th dose dependent rect. 9 1
171 247.59 temperature 10.0 43200 > th dose dependent rect. 18 1
174 247.60 temperature 10.0 43200 > th dose dependent sin 23 NA
193 247.67 temperature 30.0 43200 < th dose dependent rect. 18 1
266 247.96 temperature 30.0 43200 < th dose dependent rect. 6 14
409 248.21 precipitation 0.1 43200 > th dose dependent rect. 23 15
445 248.29 temperature 30.0 43200 < th dose dependent sin 23 NA
487 248.38 radiation 1.0 43200 > th dose independent rect. 5 1
509 248.43 precipitation 0.1 43200 > th dose independent rect. 2 12
517 248.44 temperature 30.0 43200 < th dose dependent rect. 12 9
562 248.51 radiation 1.0 43200 < th dose independent rect. 5 1
602 248.59 humidity 70.0 43200 > th dose dependent rect. 8 11
774 248.95 precipitation 0.1 43200 > th dose dependent sin 6 NA
779 248.96 radiation 1.0 43200 < th dose independent rect. 3 3
780 248.96 radiation 1.0 43200 < th dose independent rect. 1 5
803 249.01 radiation 1.0 43200 < th dose independent rect. 19 11
816 249.03 temperature 10.0 43200 > th dose dependent no NA NA
843 249.08 temperature 10.0 43200 > th dose dependent rect. 17 23
846 249.09 temperature 10.0 43200 > th dose dependent rect. 15 23
862 249.12 temperature 10.0 43200 > th dose dependent rect. 12 23
916 249.22 temperature 30.0 43200 < th dose dependent rect. 12 2