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Os03g0280000

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

Description : ABC transporter, transmembrane region domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.4 (0.0146) R2 : 0.5
β1 : 1.09 (0.0535) R2dD : 0.469 R2D : 0.343
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.323 (0.0312) R2dN8 : 0.157 R2N8 : 0.0308
σ : 0.274
deviance : 34.46
__
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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 = radiation, 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
21.49 0.218 12.4 1.19 0.25 0.802 -0.981 0.762 0.379 7.72 0.5014 1376 -- --
21.78 0.217 12.4 1.26 0.251 0.658 -0.898 -- 0.386 7.58 0.628 1362 -- --
23.98 0.228 12.3 1.25 0.246 0.626 -- -0.171 0.393 7.51 0.6202 1355 -- --
23.99 0.228 12.3 1.23 0.251 0.657 -- -- 0.392 7.52 0.6114 1362 -- --
22.49 0.221 12.3 1.3 -- 0.62 -- -1.49 0.395 -- 0.78 1027 -- --
26.14 0.24 12.4 1.11 0.338 -- -0.797 -- 0.319 8.28 -- -- -- --
28.06 0.248 12.4 1.09 0.337 -- -- -- 0.32 8.59 -- -- -- --
24.76 0.232 12.4 1.2 -- 0.724 -- -- 0.376 -- 0.78 1198 -- --
57.04 0.352 12.4 -- 0.353 0.294 -- -- 0.304 8.34 23.14 8751 -- --
34.46 0.274 12.4 1.09 -- -- -- -- 0.323 -- -- -- -- --
59.14 0.36 12.4 -- 0.342 -- -- -- 0.199 8.35 -- -- -- --
57.08 0.352 12.4 -- -- 0.67 -- -- 0.347 -- 10 6692 -- --
65.63 0.378 12.4 -- -- -- -- -- 0.202 -- -- -- -- --

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 20.80 radiation 1 1440 < th dose dependent rect. 10 8
10 20.91 radiation 1 1440 < th dose dependent rect. 9 13
11 20.91 radiation 1 1440 < th dose dependent rect. 9 15
58 21.01 radiation 1 1440 > th dose independent rect. 10 8
67 21.06 radiation 1 1440 < th dose dependent sin 19 NA
72 21.07 radiation 1 1440 < th dose independent rect. 11 7
126 21.13 radiation 1 1440 < th dose independent rect. 10 12
129 21.13 radiation 1 1440 < th dose independent rect. 10 14
212 21.25 radiation 1 1440 > th dose independent sin 18 NA
236 21.29 radiation 1 1440 < th dose independent sin 18 NA
256 21.44 humidity 80 1440 > th dose independent rect. 11 4
257 21.44 humidity 80 1440 > th dose independent rect. 11 6
259 21.45 radiation 10 1440 < th dose dependent rect. 16 1
301 21.48 radiation 1 720 < th dose dependent rect. 5 13
344 21.52 humidity 80 1440 < th dose independent rect. 11 4
379 21.60 radiation 1 720 < th dose dependent rect. 4 15
483 21.80 temperature 25 1440 > th dose independent rect. 11 1
534 21.85 radiation 10 1440 > th dose independent rect. 11 3
540 21.85 humidity 70 1440 > th dose dependent rect. 11 4
643 22.01 temperature 25 1440 < th dose independent rect. 11 1
668 22.05 temperature 25 1440 > th dose dependent rect. 14 1
697 22.08 humidity 80 1440 > th dose independent rect. 15 1
713 22.09 temperature 25 1440 > th dose independent rect. 11 14
722 22.10 temperature 25 1440 > th dose independent rect. 11 11
741 22.13 radiation 10 1440 > th dose independent rect. 11 1
750 22.13 radiation 40 4320 < th dose dependent rect. 19 10
753 22.14 radiation 1 720 < th dose independent rect. 4 15
789 22.17 radiation 1 720 < th dose dependent rect. 20 23
796 22.18 temperature 30 1440 < th dose dependent rect. 13 1
799 22.19 temperature 25 1440 < th dose independent rect. 11 11
817 22.21 temperature 25 1440 > th dose independent sin 18 NA
819 22.21 temperature 25 1440 < th dose independent rect. 11 14
832 22.21 radiation 1 1440 < th dose dependent rect. 23 19
834 22.21 radiation 1 1440 < th dose dependent rect. 21 21
862 22.24 humidity 80 1440 < th dose independent rect. 15 1
887 22.25 temperature 30 1440 < th dose dependent rect. 13 5
890 22.25 humidity 90 720 > th dose dependent rect. 9 16
900 22.25 temperature 20 720 > th dose dependent rect. 14 19
924 22.26 radiation 1 1440 < th dose dependent no NA NA
957 22.27 temperature 10 1440 > th dose dependent rect. 14 1