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Os06g0193000

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

Description : Similar to Ubiquitin conjugating enzyme 2.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.2 (0.0125) R2 : 0.222
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.3 (0.0263) R2dN8 : 0.287 R2N8 : 0.222
σ : 0.235
deviance : 25.37
__
_____
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 = 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
11.73 0.161 13.3 0.0659 0.357 0.521 0.12 0.0573 0.221 5.13 20.7 862 -- --
11.39 0.157 13.3 0.0221 0.306 0.485 0.158 -- 0.213 4.35 20.6 2346 -- --
11.71 0.159 13.3 0.0503 0.324 0.503 -- -0.00342 0.222 5.04 20.83 956 -- --
11.43 0.157 13.3 0.0254 0.301 0.481 -- -- 0.209 4.42 20.9 2376 -- --
15.7 0.185 13.3 0.048 -- 0.505 -- 0.127 0.221 -- 20.75 2608 -- --
17.93 0.199 13.2 0.206 0.327 -- 0.224 -- 0.317 3.5 -- -- -- --
18.08 0.199 13.2 0.203 0.33 -- -- -- 0.315 3.62 -- -- -- --
15.7 0.185 13.3 0.0171 -- 0.508 -- -- 0.208 -- 20.99 2607 -- --
11.44 0.158 13.3 -- 0.3 0.491 -- -- 0.204 4.42 20.71 2377 -- --
24.13 0.23 13.2 0.216 -- -- -- -- 0.324 -- -- -- -- --
19.17 0.205 13.2 -- 0.334 -- -- -- 0.293 3.62 -- -- -- --
15.71 0.185 13.3 -- -- 0.514 -- -- 0.205 -- 20.84 2607 -- --
25.37 0.235 13.2 -- -- -- -- -- 0.3 -- -- -- -- --

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 10.85 temperature 20 720 > th dose dependent sin 15 NA
3 10.86 temperature 20 720 > th dose dependent rect. 16 10
6 10.88 temperature 20 720 > th dose dependent rect. 15 13
12 10.94 temperature 15 270 > th dose dependent sin 13 NA
16 10.94 temperature 30 270 < th dose dependent rect. 15 18
26 10.98 temperature 10 720 > th dose dependent rect. 10 18
56 11.11 temperature 20 4320 > th dose dependent rect. 21 1
92 11.18 temperature 30 4320 < th dose dependent rect. 21 2
178 11.29 temperature 30 270 < th dose dependent sin 13 NA
204 11.32 temperature 30 720 < th dose dependent sin 16 NA
222 11.33 temperature 30 720 < th dose dependent rect. 15 10
421 11.45 temperature 20 1440 > th dose dependent sin 10 NA
481 11.47 temperature 30 720 < th dose dependent rect. 12 14
532 11.50 temperature 20 4320 > th dose dependent sin 13 NA
679 11.57 temperature 20 1440 > th dose dependent rect. 3 5
749 11.60 temperature 30 4320 < th dose dependent sin 13 NA
751 11.60 temperature 20 1440 > th dose dependent rect. 6 1
873 11.64 temperature 20 4320 > th dose dependent rect. 1 3
901 11.65 temperature 20 4320 > th dose dependent rect. 3 1