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Os02g0117800

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

Description : Similar to APG5 (Autophagy 5) like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.16 (0.0155) R2 : 0.0471
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.155 (0.0326) R2dN8 : 0.0608 R2N8 : 0.0471
σ : 0.291
deviance : 38.96
__
_____
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 independent, 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
25.98 0.239 9.21 -0.363 0.0905 0.638 0.371 0.03 -0.0455 16.1 21.6 2113 -- --
25.98 0.237 9.21 -0.372 0.0923 0.636 0.37 -- -0.0479 16.1 21.58 2134 -- --
26.36 0.239 9.21 -0.366 0.0957 0.644 -- 0.0212 -0.0466 15.6 21.59 2149 -- --
26.36 0.239 9.21 -0.372 0.0965 0.643 -- -- -0.048 15.6 21.55 2157 -- --
26.83 0.241 9.21 -0.357 -- 0.639 -- 0.0467 -0.0443 -- 21.58 2084 -- --
37.81 0.288 9.17 -0.0707 0.0895 -- 0.468 -- 0.147 17 -- -- -- --
38.36 0.29 9.17 -0.07 0.0945 -- -- -- 0.149 17.6 -- -- -- --
26.83 0.241 9.21 -0.37 -- 0.637 -- -- -0.048 -- 21.56 2084 -- --
28.95 0.251 9.2 -- 0.104 0.5 -- -- 0.00735 16.1 22.23 2124 -- --
38.82 0.291 9.17 -0.0731 -- -- -- -- 0.147 -- -- -- -- --
38.49 0.29 9.17 -- 0.0956 -- -- -- 0.157 17.5 -- -- -- --
29.47 0.253 9.2 -- -- 0.481 -- -- 0.00746 -- 22.25 2069 -- --
38.96 0.291 9.16 -- -- -- -- -- 0.155 -- -- -- -- --

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 26.79 temperature 30 1440 < th dose dependent rect. 1 1
2 26.79 temperature 25 1440 < th dose dependent rect. 17 11
5 26.83 temperature 10 1440 > th dose dependent rect. 1 1
6 26.83 temperature 25 1440 < th dose dependent rect. 19 9
9 26.84 temperature 25 1440 < th dose dependent rect. 20 7
37 26.92 temperature 25 1440 < th dose dependent sin 13 NA
148 27.11 temperature 25 1440 < th dose dependent rect. 21 1
291 27.27 temperature 20 4320 > th dose independent rect. 21 2
345 27.33 temperature 25 1440 < th dose dependent no NA NA
353 27.34 temperature 20 4320 < th dose independent rect. 21 2
374 27.36 temperature 25 1440 < th dose dependent rect. 23 23
508 27.51 temperature 20 4320 > th dose independent rect. 18 6
641 27.67 temperature 10 1440 > th dose dependent sin 10 NA
725 27.76 temperature 10 1440 > th dose dependent rect. 5 1
828 27.89 temperature 15 720 > th dose dependent rect. 20 20