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Os08g0547800

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.14 (0.0216) R2 : 0.574
β1 : 0.952 (0.083) R2dD : 0.143 R2D : 0.023
β2 : 0.849 (0.0516) R2dC : 0.262 R2C : 0.154
β3 : -1.39 (0.0751) R2dE : 0.38 R2E : 0.145
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.101 (0.0469) R2dN8 : 0.00616 R2N8 : 0.0264
σ : 0.401
deviance : 74.06
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C
peak time of C : 0.0305
E
wheather : temperature
threshold : 23.04
memory length : 3782
response mode : > th
dose dependency : dose dependent
G
type of G : no
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
72.88 0.401 9.15 0.853 0.848 -1.37 0.526 -0.466 -0.122 0.0131 22.9 3762 -- --
72.99 0.398 9.14 0.952 0.857 -1.4 0.503 -- -0.0967 23.9 22.98 3778 -- --
74.04 0.401 9.14 0.9 0.845 -1.38 -- -0.204 -0.112 0.0384 22.99 3781 -- --
74.06 0.401 9.14 0.952 0.849 -1.39 -- -- -0.101 0.0305 23.04 3782 -- --
97.05 0.461 9.14 0.54 -- -1.48 -- -1.38 -0.108 -- 21.45 4562 -- --
129.31 0.533 9.18 0.466 0.677 -- 0.369 -- -0.293 24 -- -- -- --
129.9 0.534 9.18 0.451 0.676 -- -- -- -0.295 0.0103 -- -- -- --
98.77 0.465 9.11 0.768 -- -1.57 -- -- -0.0404 -- 21.45 4562 -- --
94.56 0.453 9.19 -- 0.828 -1.15 -- -- -0.319 0.062 24.83 3779 -- --
158.64 0.589 9.16 0.472 -- -- -- -- -0.286 -- -- -- -- --
135.27 0.544 9.19 -- 0.682 -- -- -- -0.345 0.0479 -- -- -- --
113.75 0.498 9.13 -- -- -1.41 -- -- -0.146 -- 21.45 4562 -- --
164.53 0.599 9.18 -- -- -- -- -- -0.338 -- -- -- -- --

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 71.41 temperature 25 4320 < th dose independent rect. 17 5
2 71.47 temperature 25 4320 < th dose independent rect. 17 7
3 71.48 temperature 25 4320 > th dose independent rect. 17 5
4 71.50 temperature 25 4320 > th dose independent rect. 16 8
41 72.81 temperature 20 4320 > th dose dependent rect. 18 8
59 73.06 temperature 25 4320 > th dose independent rect. 20 1
60 73.10 temperature 20 4320 > th dose dependent sin 13 NA
67 73.14 temperature 20 4320 > th dose dependent rect. 20 1
74 73.17 temperature 20 4320 > th dose dependent rect. 24 1
75 73.18 temperature 20 4320 > th dose dependent rect. 17 15
110 73.35 temperature 20 4320 > th dose dependent rect. 13 15
118 73.39 temperature 20 4320 > th dose dependent rect. 13 18
235 73.89 temperature 25 4320 > th dose independent sin 15 NA
253 73.98 temperature 25 4320 < th dose independent sin 15 NA
278 74.08 temperature 25 4320 < th dose independent rect. 16 18
286 74.12 temperature 30 4320 < th dose dependent rect. 17 9
305 74.18 temperature 10 4320 > th dose dependent rect. 17 9
310 74.19 temperature 10 4320 > th dose dependent rect. 13 14
314 74.20 temperature 25 4320 > th dose independent rect. 16 18
352 74.31 temperature 20 4320 > th dose dependent no NA NA
355 74.31 temperature 20 4320 > th dose dependent rect. 6 23
361 74.33 temperature 30 4320 < th dose dependent rect. 18 1
368 74.34 temperature 10 4320 > th dose dependent sin 15 NA
432 74.47 temperature 20 4320 > th dose dependent rect. 24 23
448 74.51 temperature 30 4320 < th dose dependent rect. 18 3
543 74.68 temperature 10 4320 > th dose dependent rect. 18 3
590 74.75 temperature 25 4320 > th dose dependent rect. 7 16
631 74.80 temperature 30 4320 < th dose dependent rect. 20 1
638 74.81 temperature 30 4320 < th dose dependent sin 15 NA
699 74.87 temperature 10 4320 > th dose dependent rect. 17 21
701 74.88 temperature 20 4320 > th dose dependent rect. 6 1
731 74.91 temperature 10 4320 > th dose dependent rect. 20 1
822 74.97 temperature 30 4320 < th dose dependent rect. 16 17
950 75.06 temperature 10 4320 > th dose dependent rect. 6 23
963 75.08 temperature 10 4320 > th dose dependent no NA NA
971 75.08 temperature 10 4320 > th dose dependent rect. 4 23