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Os02g0829900

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

Description : Similar to BRICK1.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.8 (0.0178) R2 : 0.702
β1 : -0.835 (0.0653) R2dD : 0.111 R2D : 0.0994
β2 : 1.4 (0.0461) R2dC : 0.602 R2C : 0.59
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0103 (0.0381) R2dN8 : 6.39e-05 R2N8 : 1.8e-05
σ : 0.335
deviance : 51.26
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_____
C
peak time of C : 4.79
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 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
35.35 0.279 11.8 -1.05 1.57 -1.07 -0.116 -0.284 -0.196 4.46 25.4 80 -- --
35.46 0.277 11.8 -1.09 1.57 -1.04 -0.199 -- -0.209 4.46 25.57 79 -- --
35.38 0.277 11.8 -1.04 1.57 -1.07 -- -0.34 -0.194 4.46 25.42 79 -- --
35.56 0.278 11.8 -1.09 1.58 -1.04 -- -- -0.209 4.46 25.64 79 -- --
131.55 0.534 11.9 -1.34 -- -1.19 -- 0.824 -0.287 -- 28.99 1229 -- --
51.16 0.335 11.8 -0.835 1.4 -- -0.2 -- 0.00926 4.79 -- -- -- --
51.26 0.335 11.8 -0.835 1.4 -- -- -- 0.0103 4.79 -- -- -- --
132.28 0.536 11.9 -1.15 -- -1.19 -- -- -0.219 -- 29.37 1237 -- --
63.66 0.372 11.8 -- 1.48 -0.611 -- -- -0.00566 4.61 25.4 75 -- --
154.54 0.581 11.8 -0.782 -- -- -- -- 0.0466 -- -- -- -- --
69.62 0.39 11.8 -- 1.38 -- -- -- 0.103 4.81 -- -- -- --
162.09 0.593 11.8 -- -- -0.663 -- -- 0.0365 -- 34.9 1224 -- --
170.68 0.61 11.8 -- -- -- -- -- 0.133 -- -- -- -- --

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 32.38 temperature 15 270 > th dose dependent rect. 18 10
3 32.47 temperature 30 270 < th dose dependent rect. 15 17
5 32.71 temperature 25 270 < th dose dependent rect. 12 21
7 32.75 temperature 25 270 < th dose dependent rect. 13 19
29 33.10 temperature 15 720 > th dose dependent rect. 16 7
38 33.33 temperature 15 720 > th dose dependent sin 16 NA
50 33.46 temperature 30 10 < th dose dependent rect. 16 18
81 33.68 temperature 25 720 < th dose dependent rect. 12 13
100 33.75 temperature 15 720 > th dose dependent rect. 11 17
102 33.77 temperature 30 720 < th dose dependent rect. 15 10
136 34.01 temperature 15 270 > th dose dependent sin 11 NA
162 34.11 temperature 30 720 < th dose dependent sin 15 NA
171 34.17 temperature 25 720 < th dose dependent sin 18 NA
238 34.49 temperature 15 720 > th dose dependent rect. 15 13
314 34.83 temperature 25 270 < th dose dependent sin 12 NA
444 35.29 temperature 25 90 < th dose dependent rect. 3 23
488 35.45 temperature 25 30 < th dose dependent rect. 5 23
491 35.46 temperature 25 90 < th dose dependent no NA NA
493 35.46 temperature 25 90 < th dose dependent rect. 15 23
513 35.51 temperature 25 90 < th dose dependent rect. 1 23
569 35.67 temperature 25 90 < th dose dependent rect. 21 23
586 35.71 temperature 25 30 < th dose dependent rect. 7 23
593 35.72 temperature 25 30 < th dose dependent rect. 23 23
604 35.74 temperature 25 30 < th dose dependent rect. 19 23
609 35.75 temperature 25 30 < th dose dependent rect. 9 23
792 36.20 temperature 20 270 > th dose independent rect. 18 10
831 36.28 temperature 15 270 > th dose dependent rect. 17 22
933 36.56 temperature 25 720 < th dose dependent rect. 21 2