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Os06g0183700

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 : 7.78 (0.0289) R2 : 0.783
β1 : -1.15 (0.108) R2dD : 0.0593 R2D : 0.0362
β2 : 3.4 (0.0887) R2dC : 1.06 R2C : 0.591
β3 : 1.8 (0.123) R2dE : 0.169 R2E : -0.345
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0249 (0.0636) R2dN8 : 9.44e-05 R2N8 : -0.00226
σ : 0.535
deviance : 132.05
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C
peak time of C : 15.6
E
wheather : temperature
threshold : 19.82
memory length : 784
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 9.14
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 = 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
132.02 0.54 7.79 -1.27 3.46 1.85 0.0121 -0.626 -0.0716 15.7 19.74 748 8.48 --
132.11 0.535 7.79 -1.14 3.43 1.83 0.0626 -- -0.0427 15.7 19.69 772 8.9 --
131.8 0.535 7.79 -1.25 3.4 1.81 -- -0.497 -0.0539 15.6 20 783 8.98 --
132.05 0.535 7.78 -1.15 3.4 1.8 -- -- -0.0249 15.6 19.82 784 9.14 --
290.83 0.794 7.88 -2.78 -- 3.03 -- 0.83 -0.689 -- -28.56 1874 17.7 --
187.58 0.642 7.72 -0.767 2.7 -- -0.0725 -- 0.238 16.1 -- -- -- --
187.59 0.641 7.72 -0.768 2.7 -- -- -- 0.237 16.1 -- -- -- --
167.59 0.603 7.73 -1.19 -- 3.64 -- -- 0.0224 -- -53.97 2048 19.2 --
163.83 0.596 7.73 -- 3.19 1.39 -- -- 0.157 15.7 21.15 787 9.22 --
582.97 1.13 7.71 -0.877 -- -- -- -- 0.165 -- -- -- -- --
203.14 0.667 7.7 -- 2.71 -- -- -- 0.323 16.1 -- -- -- --
191.01 0.644 7.7 -- -- 3.45 -- -- 0.207 -- -274.8 1564 15 --
603.28 1.15 7.69 -- -- -- -- -- 0.263 -- -- -- -- --

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
1 127.32 humidity 70 720 > th dose independent rect. 18 10
2 127.92 temperature 30 720 < th dose dependent rect. 18 1
3 128.71 temperature 30 720 < th dose dependent rect. 18 3
4 129.19 temperature 20 720 > th dose dependent rect. 17 7
8 130.39 temperature 10 720 > th dose dependent rect. 17 7
25 132.44 temperature 20 720 > th dose dependent sin 14 NA
40 133.29 temperature 20 720 > th dose dependent rect. 14 15
50 133.67 temperature 30 720 < th dose independent rect. 18 1
57 133.92 temperature 30 720 < th dose dependent rect. 16 11
58 134.04 humidity 70 720 > th dose independent rect. 18 2
101 135.61 temperature 30 720 < th dose independent rect. 18 9
136 136.59 humidity 70 720 < th dose independent rect. 18 13
139 136.64 humidity 70 720 < th dose independent rect. 18 2
184 137.51 humidity 70 720 > th dose independent rect. 17 13
189 137.60 radiation 1 720 > th dose dependent rect. 18 11
197 137.81 temperature 10 720 > th dose dependent rect. 13 16
212 138.05 temperature 30 720 < th dose dependent sin 15 NA
235 138.70 radiation 1 720 > th dose dependent rect. 18 1
270 139.10 temperature 25 720 < th dose independent rect. 17 5
272 139.11 temperature 25 720 < th dose independent rect. 16 7
336 140.54 temperature 25 720 > th dose independent rect. 14 10
350 140.78 humidity 70 720 < th dose dependent rect. 18 13
352 140.80 humidity 70 720 < th dose dependent rect. 18 2
476 142.54 temperature 30 720 < th dose independent rect. 16 14
519 143.09 temperature 30 720 > th dose independent rect. 17 2
585 143.73 radiation 1 720 > th dose independent rect. 18 11
592 143.83 radiation 1 720 > th dose independent rect. 18 1
612 143.99 humidity 60 720 > th dose dependent rect. 18 1
639 144.37 radiation 10 14400 > th dose independent rect. 5 1
725 145.26 temperature 20 270 > th dose dependent rect. 21 10
752 145.91 temperature 25 720 > th dose independent sin 17 NA
765 146.16 temperature 25 720 < th dose independent sin 17 NA
844 146.66 humidity 50 720 > th dose dependent rect. 17 4
878 146.95 wind 5 43200 > th dose independent rect. 12 17
907 147.11 wind 5 43200 < th dose independent rect. 12 17
917 147.19 wind 5 43200 > th dose independent rect. 13 2
953 147.41 radiation 1 720 < th dose dependent rect. 17 10
956 147.42 wind 5 43200 < th dose independent rect. 12 3
972 147.52 wind 5 43200 < th dose independent rect. 7 11
992 147.67 wind 5 43200 < th dose independent rect. 10 6
1000 147.69 wind 5 43200 > th dose independent rect. 7 12