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Os11g0704000

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

Description : SelT/selW/selH selenoprotein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.69 (0.0293) R2 : 0.372
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.629 (0.0754) R2dC : 0.0965 R2C : 0.0867
β3 : -1.36 (0.0954) R2dE : 0.303 R2E : 0.267
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.159 (0.0636) R2dN8 : 0.0121 R2N8 : -0.0218
σ : 0.545
deviance : 136.92
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C
peak time of C : 19.2
E
wheather : temperature
threshold : 20.26
memory length : 1178
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
131.05 0.538 8.69 0.255 0.602 -1.47 -0.522 -0.683 0.187 19 19.54 1239 -- --
131.52 0.534 8.67 0.427 0.611 -1.52 -0.528 -- 0.244 19 19.4 1236 -- --
131.65 0.534 8.7 0.224 0.601 -1.5 -- -0.883 0.174 19 19 1224 -- --
132.22 0.536 8.67 0.462 0.622 -1.53 -- -- 0.244 19.1 19.4 1204 -- --
149.75 0.57 8.69 0.221 -- -1.49 -- -0.874 0.154 -- 19.08 1320 -- --
194.05 0.653 8.74 -0.0702 0.664 -- -0.359 -- -0.0944 17.9 -- -- -- --
194.35 0.653 8.74 -0.0671 0.662 -- -- -- -0.0956 17.8 -- -- -- --
150.3 0.571 8.66 0.458 -- -1.51 -- -- 0.234 -- 19.54 1314 -- --
136.92 0.545 8.69 -- 0.629 -1.36 -- -- 0.159 19.2 20.26 1178 -- --
217.1 0.688 8.73 -0.0877 -- -- -- -- -0.111 -- -- -- -- --
194.47 0.652 8.74 -- 0.663 -- -- -- -0.0882 17.8 -- -- -- --
155.08 0.58 8.67 -- -- -1.33 -- -- 0.157 -- 20.46 1312 -- --
217.3 0.688 8.73 -- -- -- -- -- -0.102 -- -- -- -- --

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
1 132.45 temperature 15 1440 > th dose dependent rect. 13 19
5 132.49 temperature 20 1440 > th dose dependent rect. 11 20
81 132.69 temperature 20 1440 > th dose dependent rect. 18 23
117 132.77 temperature 20 1440 > th dose dependent sin 16 NA
120 132.78 temperature 20 1440 > th dose dependent no NA NA
131 132.79 temperature 20 1440 > th dose dependent rect. 6 23
149 132.81 temperature 20 1440 > th dose dependent rect. 22 23
416 133.29 temperature 15 1440 > th dose dependent sin 6 NA
582 133.76 temperature 30 1440 < th dose dependent rect. 18 17
735 134.23 temperature 15 4320 > th dose dependent rect. 3 1
746 134.27 temperature 20 4320 > th dose dependent rect. 1 4
778 134.34 temperature 30 1440 < th dose dependent sin 9 NA
830 134.46 temperature 15 4320 > th dose dependent rect. 21 8
962 134.72 temperature 20 1440 > th dose dependent rect. 18 3
968 134.72 temperature 30 1440 < th dose dependent rect. 1 9