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Os10g0497300

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

Description : Protein prenyltransferase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.8 (0.0156) R2 : 0.534
β1 : 0.803 (0.0572) R2dD : 0.209 R2D : 0.23
β2 : 0.601 (0.0371) R2dC : 0.268 R2C : 0.265
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.163 (0.0333) R2dN8 : 0.0326 R2N8 : 0.0508
σ : 0.294
deviance : 39.3
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_____
C
peak time of C : 23.2
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
36.18 0.283 7.81 0.762 0.546 -0.422 0.273 1.04 -0.186 23.1 48.7 10 -- --
36.42 0.281 7.82 0.764 0.571 -0.578 0.247 -- -0.228 23.1 52.25 86 -- --
36.35 0.281 7.81 0.755 0.542 -0.481 -- 0.79 -0.187 23.1 50.41 9 -- --
36.23 0.28 7.81 0.74 0.536 -0.674 -- -- -0.19 23 53.77 89 -- --
50.95 0.332 7.79 0.778 -- -0.974 -- 0.343 -0.116 -- 35.53 77 -- --
39.28 0.294 7.8 0.805 0.601 -- 0.0553 -- -0.163 23.2 -- -- -- --
39.3 0.294 7.8 0.803 0.601 -- -- -- -0.163 23.2 -- -- -- --
41.53 0.3 7.79 0.8 -- -0.807 -- -- -0.141 -- -6.741 49 -- --
50.22 0.33 7.83 -- 0.534 -0.971 -- -- -0.272 23 55.46 89 -- --
61.83 0.367 7.79 0.817 -- -- -- -- -0.158 -- -- -- -- --
56.29 0.351 7.82 -- 0.608 -- -- -- -0.252 23.3 -- -- -- --
58.43 0.356 7.81 -- -- -0.82 -- -- -0.231 -- -1.463 49 -- --
79.46 0.416 7.81 -- -- -- -- -- -0.248 -- -- -- -- --

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 34.71 radiation 20 10 > th dose dependent rect. 15 21
3 34.75 radiation 20 10 > th dose dependent rect. 7 5
40 35.14 radiation 40 10 > th dose independent rect. 9 3
157 35.48 radiation 40 10 > th dose independent rect. 11 1
348 35.98 radiation 20 10 > th dose dependent sin 8 NA
429 36.19 radiation 40 90 > th dose dependent sin 10 NA
531 36.53 radiation 30 270 < th dose independent sin 8 NA
574 36.59 radiation 30 90 < th dose independent rect. 5 10
706 36.67 atmosphere 1000 270 < th dose independent rect. 15 17
715 36.69 radiation 30 10 > th dose independent sin 8 NA
716 36.69 radiation 30 270 < th dose independent rect. 3 11
785 36.71 radiation 40 10 > th dose dependent no NA NA
951 36.71 radiation 40 10 > th dose dependent rect. 11 23
969 36.73 radiation 30 270 > th dose independent sin 8 NA
970 36.73 radiation 40 10 < th dose independent sin 9 NA