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Os10g0330300

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10 (0.0166) R2 : 0.184
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.354 (0.0349) R2dN8 : 0.238 R2N8 : 0.184
σ : 0.312
deviance : 44.73
__
_____
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
27.97 0.248 10.1 -0.878 0.356 0.601 0.216 -1.38 0.0874 7.27 19.83 1771 -- --
29.33 0.252 10.1 -0.519 0.348 0.661 0.364 -- 0.194 7.04 15.4 1772 -- --
28.01 0.247 10.1 -0.962 0.374 0.618 -- -1.7 0.0655 7.39 21.02 1855 -- --
29.48 0.253 10.1 -0.509 0.346 0.695 -- -- 0.189 7.36 14.18 1774 -- --
33.4 0.269 10.1 -0.749 -- 0.621 -- -1.06 0.113 -- 17.51 1413 -- --
37.32 0.286 10 -0.29 0.313 -- 0.259 -- 0.318 7.2 -- -- -- --
37.49 0.287 10 -0.284 0.313 -- -- -- 0.318 7.32 -- -- -- --
34.43 0.273 10.1 -0.499 -- 0.692 -- -- 0.195 -- 14.17 1398 -- --
35.09 0.276 10 -- 0.334 0.364 -- -- 0.286 7.43 21.16 1789 -- --
42.68 0.305 10.1 -0.279 -- -- -- -- 0.323 -- -- -- -- --
39.62 0.294 10 -- 0.31 -- -- -- 0.35 7.38 -- -- -- --
39.92 0.294 10.1 -- -- 0.357 -- -- 0.285 -- 21.2 1349 -- --
44.73 0.312 10 -- -- -- -- -- 0.354 -- -- -- -- --

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 25.83 temperature 15 270 > th dose dependent rect. 12 16
38 26.95 temperature 15 90 > th dose dependent sin 16 NA
49 27.12 temperature 20 10 > th dose dependent rect. 14 16
137 27.97 radiation 1 14400 < th dose dependent rect. 4 1
144 28.01 temperature 20 1440 > th dose dependent rect. 14 11
166 28.07 temperature 20 1440 > th dose dependent rect. 21 1
167 28.07 temperature 20 1440 > th dose dependent rect. 20 3
188 28.09 temperature 20 1440 > th dose dependent sin 15 NA
214 28.11 temperature 20 720 > th dose dependent rect. 6 19
411 28.30 temperature 20 1440 > th dose dependent rect. 20 22
415 28.31 temperature 20 1440 > th dose dependent no NA NA
430 28.31 temperature 20 1440 > th dose dependent rect. 2 22
487 28.35 temperature 30 90 < th dose dependent rect. 17 8
504 28.36 temperature 30 1440 < th dose dependent rect. 21 1
540 28.38 temperature 30 1440 < th dose dependent rect. 13 17
555 28.39 temperature 30 1440 < th dose dependent rect. 14 15
569 28.40 radiation 30 14400 > th dose independent rect. 16 16
572 28.40 temperature 10 1440 > th dose dependent rect. 21 1
629 28.43 temperature 30 1440 < th dose dependent sin 14 NA
634 28.43 temperature 30 270 < th dose dependent rect. 15 9
731 28.49 temperature 30 30 < th dose dependent sin 16 NA