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Os08g0385900

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

Description : Similar to Transformer-2-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.8 (0.0181) R2 : 0.135
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.321 (0.0381) R2dN8 : 0.174 R2N8 : 0.135
σ : 0.341
deviance : 53.41
__
_____
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
13.22 0.171 11.8 0.343 0.555 0.87 0.699 0.783 0.23 13.6 20.72 1219 -- --
13.73 0.173 11.8 0.297 0.541 0.676 0.617 -- 0.173 13.5 21.88 1158 -- --
14.71 0.179 11.8 0.398 0.574 0.823 -- 0.632 0.204 13.5 21.2 1203 -- --
15.21 0.182 11.8 0.267 0.571 0.687 -- -- 0.174 13.4 21.9 1138 -- --
31.23 0.26 11.8 0.415 -- 0.782 -- 0.776 0.217 -- 21.4 1559 -- --
29.96 0.257 11.8 0.509 0.491 -- 0.69 -- 0.385 13.7 -- -- -- --
31.82 0.264 11.8 0.531 0.491 -- -- -- 0.389 13.6 -- -- -- --
32.48 0.265 11.8 0.24 -- 0.647 -- -- 0.165 -- 21.7 1541 -- --
16.78 0.191 11.8 -- 0.588 0.76 -- -- 0.142 13.4 21.7 1156 -- --
46.52 0.319 11.8 0.511 -- -- -- -- 0.378 -- -- -- -- --
39.24 0.293 11.8 -- 0.481 -- -- -- 0.33 13.6 -- -- -- --
33.32 0.269 11.8 -- -- 0.789 -- -- 0.144 -- 21.4 1592 -- --
53.41 0.341 11.8 -- -- -- -- -- 0.321 -- -- -- -- --

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 12.79 temperature 25 720 < th dose dependent sin 1 NA
2 12.84 temperature 25 720 < th dose dependent rect. 3 17
11 13.09 temperature 30 720 < th dose dependent sin 4 NA
13 13.15 temperature 30 720 < th dose dependent rect. 1 14
21 13.26 temperature 30 720 < th dose dependent rect. 23 16
30 13.39 temperature 10 720 > th dose dependent rect. 22 17
45 13.54 temperature 10 720 > th dose dependent sin 5 NA
58 13.66 temperature 25 1440 < th dose dependent rect. 21 1
72 13.80 temperature 25 720 < th dose dependent rect. 5 10
110 14.02 temperature 30 270 < th dose dependent rect. 21 22
118 14.04 temperature 20 10 > th dose dependent rect. 3 23
141 14.14 temperature 25 1440 < th dose dependent rect. 19 17
203 14.30 temperature 20 1440 > th dose independent rect. 20 10
217 14.32 temperature 30 30 < th dose dependent rect. 9 23
218 14.32 temperature 30 30 < th dose dependent rect. 17 23
219 14.33 temperature 20 1440 > th dose independent rect. 21 8
221 14.33 temperature 25 1440 < th dose dependent sin 11 NA
246 14.36 temperature 30 90 < th dose dependent no NA NA
251 14.37 temperature 10 10 > th dose dependent no NA NA
282 14.43 temperature 30 30 < th dose dependent rect. 11 23
283 14.44 temperature 20 1440 < th dose independent rect. 20 10
310 14.48 temperature 30 30 < th dose dependent rect. 15 23
353 14.55 temperature 30 30 < th dose dependent rect. 13 23
363 14.56 temperature 30 270 < th dose dependent rect. 7 23
378 14.59 temperature 15 720 > th dose dependent rect. 3 10
381 14.59 temperature 20 10 > th dose dependent rect. 1 23
392 14.61 temperature 15 720 > th dose dependent rect. 3 8
445 14.69 temperature 20 90 > th dose dependent rect. 5 19
462 14.72 temperature 20 1440 > th dose independent sin 10 NA
478 14.73 temperature 25 1440 < th dose dependent rect. 7 23
482 14.74 temperature 25 1440 < th dose dependent no NA NA
494 14.74 temperature 25 1440 < th dose dependent rect. 5 23
625 14.88 temperature 30 10 < th dose dependent rect. 23 23
628 14.89 temperature 20 1440 < th dose independent sin 10 NA
647 14.90 temperature 20 10 > th dose dependent rect. 21 23
686 14.94 temperature 25 1440 < th dose dependent rect. 1 1
689 14.94 temperature 20 90 > th dose dependent rect. 7 17
703 14.96 temperature 10 1440 > th dose dependent rect. 21 7
976 15.15 temperature 20 10 > th dose dependent rect. 7 17
981 15.15 temperature 30 10 < th dose dependent rect. 7 23