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Os05g0427100

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

Description : Octicosapeptide/Phox/Bem1p domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13 (0.0249) R2 : 0.746
β1 : 1.78 (0.0921) R2dD : 0.223 R2D : 0.132
β2 : 1.85 (0.0603) R2dC : 0.553 R2C : 0.453
β3 : 0.853 (0.0773) R2dE : 0.0759 R2E : -0.0869
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.646 (0.0541) R2dN8 : 0.112 R2N8 : 0.00472
σ : 0.463
deviance : 98.85
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C
peak time of C : 23.2
E
wheather : humidity
threshold : 71.2
memory length : 1269
response mode : > th
dose dependency : dose independent
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 = humidity, 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
86.62 0.437 13 1.69 1.84 0.817 -1.69 0.0536 0.631 23.2 71 1269 -- --
86.44 0.433 13 1.7 1.81 0.828 -1.7 -- 0.626 23.2 72.05 1293 -- --
98.3 0.462 13 1.7 1.86 0.826 -- 0.513 0.63 23.2 71 1262 -- --
98.85 0.463 13 1.78 1.85 0.853 -- -- 0.646 23.2 71.2 1269 -- --
229.76 0.71 13 1.77 -- 0.793 -- -1.34 0.541 -- 76.18 1681 -- --
110.63 0.493 13 1.53 1.7 -- -1.84 -- 0.511 23.1 -- -- -- --
124.83 0.523 13 1.61 1.72 -- -- -- 0.519 23 -- -- -- --
240.8 0.726 13 1.71 -- 0.788 -- -- 0.526 -- 76.18 1681 -- --
169.52 0.606 13 -- 1.79 1.01 -- -- 0.57 23 71.37 29635 -- --
308.04 0.82 13 1.64 -- -- -- -- 0.531 -- -- -- -- --
192.78 0.649 13.1 -- 1.73 -- -- -- 0.34 23 -- -- -- --
313.2 0.827 13 -- -- 0.77 -- -- 0.313 -- 78 1571 -- --
379.27 0.909 13 -- -- -- -- -- 0.349 -- -- -- -- --

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 83.70 humidity 80 1440 < th dose independent rect. 2 13
3 83.77 humidity 80 1440 < th dose independent rect. 5 10
8 83.90 humidity 80 1440 > th dose independent rect. 2 13
18 84.12 humidity 80 1440 > th dose independent rect. 5 10
23 84.31 humidity 80 1440 < th dose independent sin 3 NA
42 84.60 humidity 80 1440 > th dose independent sin 3 NA
118 86.74 humidity 90 1440 < th dose dependent rect. 1 14
122 86.79 humidity 50 1440 > th dose dependent rect. 1 15
134 86.91 humidity 70 1440 > th dose dependent rect. 9 5
146 87.07 humidity 90 1440 < th dose dependent sin 4 NA
157 87.14 humidity 50 1440 > th dose dependent sin 3 NA
313 88.05 humidity 70 1440 > th dose dependent rect. 11 2
582 88.83 humidity 70 1440 > th dose independent rect. 18 21
601 88.86 humidity 90 1440 < th dose dependent no NA NA
604 88.86 humidity 90 1440 < th dose dependent rect. 15 23
617 88.90 humidity 50 1440 > th dose dependent no NA NA
628 88.92 humidity 90 1440 < th dose dependent rect. 5 23
641 88.94 humidity 50 1440 > th dose dependent rect. 7 23
647 88.95 humidity 50 1440 > th dose dependent rect. 15 23
652 88.96 humidity 90 1440 < th dose dependent rect. 9 23
653 88.96 humidity 90 1440 < th dose dependent rect. 13 23
659 88.97 humidity 50 1440 > th dose dependent rect. 5 23
708 89.06 humidity 50 1440 > th dose dependent rect. 13 23
815 89.24 humidity 90 1440 < th dose dependent rect. 11 23
816 89.25 humidity 80 1440 < th dose independent rect. 11 2
882 89.33 humidity 50 1440 > th dose dependent rect. 11 23
992 89.52 humidity 90 1440 < th dose dependent rect. 11 2