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Os12g0430000

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

Description : Sec23/Sec24 trunk region domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.95 (0.0171) R2 : 0.0183
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.105 (0.0359) R2dN8 : 0.0236 R2N8 : 0.0183
σ : 0.321
deviance : 47.39
__
_____
C
peak time of C : --
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 = humidity, 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
24.37 0.232 9.92 0.659 0.338 0.593 0.167 -1.26 0.269 13.7 91.86 294 -- --
26.35 0.239 9.91 0.636 0.353 0.574 0.349 -- 0.238 13.9 92.45 280 -- --
24.41 0.23 9.92 0.661 0.332 0.626 -- -1.44 0.263 13.5 92.53 286 -- --
26.84 0.241 9.91 0.635 0.332 0.592 -- -- 0.249 13.6 92.76 289 -- --
30.08 0.255 9.92 0.673 -- 0.554 -- -1.54 0.238 -- 93.45 341 -- --
30.72 0.26 9.93 0.669 0.281 -- 0.1 -- 0.181 11.7 -- -- -- --
30.76 0.26 9.93 0.673 0.281 -- -- -- 0.182 11.6 -- -- -- --
32.16 0.264 9.92 0.656 -- 0.694 -- -- 0.223 -- 94.29 351 -- --
37.32 0.285 9.93 -- 0.354 0.678 -- -- 0.198 13.9 92.41 276 -- --
35.72 0.279 9.93 0.665 -- -- -- -- 0.179 -- -- -- -- --
42.69 0.306 9.94 -- 0.274 -- -- -- 0.107 11.4 -- -- -- --
42.42 0.303 9.93 -- -- 0.469 -- -- 0.188 -- 87.87 885 -- --
47.39 0.321 9.95 -- -- -- -- -- 0.105 -- -- -- -- --

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 24.03 humidity 90 270 > th dose dependent rect. 21 10
9 24.24 humidity 90 270 > th dose dependent sin 9 NA
27 24.39 humidity 90 270 > th dose dependent rect. 11 20
138 24.92 humidity 90 270 > th dose dependent rect. 23 23
163 25.01 humidity 90 270 > th dose dependent no NA NA
165 25.03 humidity 90 270 > th dose independent rect. 23 8
188 25.21 humidity 90 270 > th dose dependent rect. 3 3
240 25.54 humidity 90 270 > th dose independent sin 9 NA
318 25.84 humidity 80 10 > th dose dependent rect. 5 3
320 25.85 humidity 90 30 > th dose independent rect. 5 3
363 25.96 atmosphere 1015 270 < th dose dependent rect. 1 6
481 26.14 atmosphere 1015 270 < th dose dependent rect. 22 9
626 26.33 radiation 40 270 < th dose dependent rect. 7 19
673 26.42 radiation 40 270 < th dose dependent rect. 6 21
681 26.44 humidity 90 270 > th dose independent rect. 12 20
697 26.46 radiation 1 1440 > th dose independent rect. 12 1
717 26.49 radiation 40 270 < th dose dependent rect. 8 17
735 26.53 radiation 40 270 < th dose independent rect. 8 17
746 26.55 temperature 25 270 < th dose independent rect. 23 7
814 26.65 temperature 25 270 < th dose independent rect. 1 5
832 26.67 humidity 90 720 > th dose dependent rect. 20 5
852 26.69 wind 3 14400 < th dose dependent rect. 20 1
858 26.70 humidity 60 14400 > th dose independent rect. 20 9
880 26.72 radiation 10 270 < th dose independent rect. 7 19