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Os01g0966100

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

Description : Similar to Peroxisomal ABC transporter.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0159) R2 : 0.315
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.53 (0.0397) R2dC : 0.27 R2C : 0.257
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.183 (0.0333) R2dN8 : 0.0586 R2N8 : 0.0455
σ : 0.299
deviance : 40.82
__
_____
C
peak time of C : 8.83
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
22.49 0.223 12 0.876 0.306 -0.86 0.219 0.717 0.423 9.3 17.01 712 -- --
23.06 0.224 12 0.791 0.308 -0.809 0.0175 -- 0.399 9.32 16.4 701 -- --
22.56 0.221 12 0.862 0.301 -0.855 -- 0.63 0.424 9.87 17.76 636 -- --
22.87 0.223 12 0.747 0.298 -0.855 -- -- 0.377 9.67 16.53 660 -- --
26.93 0.242 12 0.905 -- -1.03 -- 0.654 0.456 -- 18.21 702 -- --
33.85 0.273 12.1 0.505 0.529 -- 0.171 -- 0.24 8.91 -- -- -- --
33.95 0.273 12.1 0.511 0.529 -- -- -- 0.24 8.9 -- -- -- --
27.21 0.243 12 0.797 -- -1.08 -- -- 0.424 -- 16.96 692 -- --
35.47 0.277 12.1 -- 0.381 -0.495 -- -- 0.255 8.83 19.3 701 -- --
49.92 0.33 12.1 0.51 -- -- -- -- 0.244 -- -- -- -- --
40.82 0.299 12.1 -- 0.53 -- -- -- 0.183 8.83 -- -- -- --
41.86 0.301 12.1 -- -- -0.734 -- -- 0.295 -- 20.6 668 -- --
56.79 0.352 12.1 -- -- -- -- -- 0.187 -- -- -- -- --

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 21.74 temperature 20 720 > th dose dependent sin 8 NA
3 21.76 temperature 20 1440 > th dose dependent rect. 1 6
6 21.82 temperature 10 720 > th dose dependent rect. 21 21
10 21.88 temperature 20 1440 > th dose dependent rect. 3 2
14 21.90 temperature 20 1440 > th dose dependent rect. 17 14
40 21.98 temperature 20 720 > th dose dependent rect. 21 19
49 22.01 temperature 20 1440 > th dose dependent sin 12 NA
52 22.01 temperature 20 720 > th dose dependent rect. 21 13
168 22.33 temperature 25 1440 < th dose dependent rect. 4 1
287 22.56 temperature 30 720 < th dose dependent rect. 17 18
367 22.63 temperature 20 1440 > th dose independent rect. 4 2
471 22.71 temperature 20 1440 < th dose independent rect. 4 2
514 22.75 temperature 15 720 > th dose dependent no NA NA
515 22.75 temperature 30 720 < th dose dependent sin 10 NA
527 22.75 temperature 30 1440 < th dose dependent rect. 16 15
770 22.87 temperature 10 720 > th dose dependent rect. 6 23
774 22.88 temperature 20 1440 > th dose dependent rect. 20 1
867 22.92 temperature 30 1440 < th dose dependent sin 12 NA