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Os01g0642900

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

Description : Single-strand binding protein/Primosomal replication protein n family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.7 (0.0257) R2 : 0.731
β1 : 1.01 (0.0952) R2dD : 0.0693 R2D : 0.0713
β2 : 1.82 (0.0734) R2dC : 0.394 R2C : 0.54
β3 : 1.22 (0.107) R2dE : 0.0852 R2E : 0.273
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.304 (0.055) R2dN8 : 0.0248 R2N8 : 0.00273
σ : 0.481
deviance : 105.38
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C
peak time of C : 18.4
E
wheather : temperature
threshold : 25.7
memory length : 87
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
101.93 0.474 9.74 0.687 1.72 1.42 0.749 -3.07 0.224 18.3 25.7 89 -- --
104.59 0.48 9.7 1.02 1.82 1.2 0.567 -- 0.303 18.4 25.7 89 -- --
103.22 0.473 9.73 0.72 1.72 1.41 -- -2.61 0.237 18.3 25.7 87 -- --
105.38 0.481 9.7 1.01 1.82 1.22 -- -- 0.304 18.4 25.7 87 -- --
193.11 0.647 9.73 0.387 -- 2.62 -- -2.63 0.0507 -- 24.87 313 -- --
125.85 0.526 9.69 1.19 2.1 -- 0.873 -- 0.362 17.8 -- -- -- --
127.71 0.529 9.69 1.19 2.11 -- -- -- 0.366 17.8 -- -- -- --
200.01 0.659 9.7 0.742 -- 2.35 -- -- 0.126 -- 24.7 314 -- --
131.11 0.533 9.72 -- 1.64 1.42 -- -- 0.176 18.5 25.44 94 -- --
357.96 0.884 9.65 1.12 -- -- -- -- 0.316 -- -- -- -- --
164.9 0.601 9.72 -- 2.09 -- -- -- 0.233 17.8 -- -- -- --
214.5 0.682 9.72 -- -- 2.45 -- -- 0.026 -- 24.56 314 -- --
391.17 0.923 9.68 -- -- -- -- -- 0.191 -- -- -- -- --

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 99.49 temperature 25 270 > th dose dependent sin 3 NA
3 99.68 temperature 25 90 > th dose dependent sin 0 NA
6 100.24 temperature 25 270 > th dose dependent rect. 7 8
12 100.57 temperature 25 30 > th dose dependent rect. 9 13
20 100.73 temperature 25 90 > th dose dependent rect. 7 15
37 101.13 temperature 25 270 > th dose dependent rect. 18 21
66 101.72 temperature 25 90 > th dose dependent rect. 2 20
102 101.99 temperature 25 90 > th dose dependent rect. 7 20
168 102.59 temperature 25 720 > th dose dependent rect. 7 4
228 102.93 temperature 25 90 > th dose dependent no NA NA
279 103.34 temperature 30 30 < th dose dependent rect. 6 14
474 104.67 temperature 30 270 < th dose dependent rect. 4 15
781 106.49 temperature 30 270 < th dose independent rect. 3 15
796 106.54 temperature 25 720 > th dose independent rect. 7 4
825 106.63 humidity 60 30 > th dose dependent rect. 6 14
827 106.64 temperature 30 90 < th dose dependent sin 23 NA