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Os04g0537100

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

Description : Similar to Auxin-induced protein X15.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.8 (0.026) R2 : 0.812
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.83 (0.0648) R2dC : 0.79 R2C : 0.774
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.466 (0.0546) R2dN8 : 0.0387 R2N8 : 0.0223
σ : 0.489
deviance : 109.42
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_____
C
peak time of C : 8.88
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
88.91 0.443 11.8 0.0602 2.9 -0.551 0.409 0.791 -0.348 9.03 20.2 10 -- --
91.72 0.449 11.8 -0.0973 2.9 -0.59 0.674 -- -0.376 9.06 20.6 10 -- --
88.52 0.442 11.8 0.0872 2.91 -0.639 -- 0.859 -0.362 9.03 19.3 10 -- --
90.92 0.444 11.8 -0.000713 2.91 -0.769 -- -- -0.382 9.05 19.1 12 -- --
556.77 1.1 11.9 -0.1 -- 0.284 -- 0.746 -0.503 -- 22.2 25 -- --
106.8 0.484 11.8 -0.244 2.83 -- 0.623 -- -0.491 8.9 -- -- -- --
108.1 0.487 11.8 -0.223 2.83 -- -- -- -0.491 8.87 -- -- -- --
515.18 1.06 11.8 0.181 -- -1.08 -- -- -0.124 -- 21.8 755 -- --
90.92 0.444 11.8 -- 2.91 -0.77 -- -- -0.382 9.04 19.05 12 -- --
565.52 1.11 11.9 -0.223 -- -- -- -- -0.471 -- -- -- -- --
109.42 0.489 11.8 -- 2.83 -- -- -- -0.466 8.88 -- -- -- --
367.91 0.893 11.8 -- -- -2.01 -- -- -0.101 -- 26.2 638 -- --
566.83 1.11 11.9 -- -- -- -- -- -0.446 -- -- -- -- --

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 77.57 temperature 20 10 < th dose independent sin 12 NA
3 77.93 temperature 20 10 < th dose independent rect. 18 10
24 79.45 temperature 20 10 < th dose independent rect. 16 12
36 79.78 temperature 20 90 < th dose independent rect. 21 8
90 81.05 temperature 30 90 < th dose dependent sin 13 NA
102 81.35 temperature 30 270 < th dose dependent sin 15 NA
113 81.50 temperature 30 10 < th dose dependent sin 12 NA
131 81.68 temperature 20 270 < th dose independent rect. 23 1
162 82.00 temperature 30 270 < th dose dependent rect. 17 11
168 82.07 temperature 20 270 > th dose independent rect. 15 11
238 82.85 temperature 20 10 > th dose independent sin 15 NA
250 82.97 temperature 30 90 < th dose dependent rect. 19 12
333 83.62 temperature 20 10 > th dose independent rect. 16 12
405 84.14 temperature 25 10 < th dose dependent rect. 16 12
410 84.15 temperature 25 10 < th dose dependent rect. 18 10
500 84.72 temperature 30 90 < th dose dependent rect. 21 10
687 85.84 temperature 15 270 > th dose dependent rect. 16 10
701 85.94 temperature 10 270 > th dose dependent sin 17 NA
711 86.04 temperature 10 90 > th dose dependent sin 12 NA
715 86.08 temperature 20 10 > th dose independent rect. 18 10
729 86.17 temperature 10 10 > th dose dependent sin 11 NA
777 86.49 temperature 20 10 > th dose independent rect. 18 16
866 86.91 temperature 20 10 > th dose independent rect. 7 23
965 87.59 temperature 20 10 > th dose independent rect. 18 12
981 87.68 temperature 10 10 > th dose dependent sin 15 NA