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Os06g0683300

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

Description : Similar to Beta-glucosidase.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.3 (0.0273) R2 : 0.599
β1 : -2.7 (0.105) R2dD : 0.686 R2D : 0.389
β2 : -- (--) R2dC : -- R2C : --
β3 : 1.64 (0.123) R2dE : 0.194 R2E : -0.0867
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.465 (0.0613) R2dN8 : 0.077 R2N8 : -0.0782
σ : 0.502
deviance : 116.36
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C
peak time of C : --
E
wheather : temperature
threshold : 14.6
memory length : 1141
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
110.61 0.494 10.4 -3.07 0.151 1.62 -0.824 -1.58 -0.554 21.6 12.25 1263 -- --
112.66 0.494 10.3 -2.73 0.141 1.6 -0.886 -- -0.463 21.8 12.63 1245 -- --
112.69 0.494 10.4 -3.11 0.087 1.65 -- -1.93 -0.571 22.9 10.93 1150 -- --
115.54 0.501 10.3 -2.7 0.18 1.57 -- -- -0.462 23.1 14.6 1297 -- --
113.03 0.495 10.4 -3.11 -- 1.67 -- -2 -0.57 -- 11.72 1100 -- --
154.4 0.583 10.3 -2.24 0.294 -- -0.651 -- -0.18 23.7 -- -- -- --
156.09 0.585 10.3 -2.21 0.301 -- -- -- -0.178 0.386 -- -- -- --
116.36 0.502 10.3 -2.7 -- 1.64 -- -- -0.465 -- 14.6 1141 -- --
280.36 0.78 10.2 -- 0.161 0.423 -- -- -0.0507 22.2 21.81 1109 -- --
161.77 0.594 10.3 -2.2 -- -- -- -- -0.173 -- -- -- -- --
285.37 0.79 10.2 -- 0.27 -- -- -- 0.0684 24 -- -- -- --
279.58 0.779 10.2 -- -- 0.445 -- -- 0.146 -- 33.3 1059 -- --
289.97 0.795 10.2 -- -- -- -- -- 0.0711 -- -- -- -- --

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
1 110.54 temperature 15 720 > th dose dependent rect. 16 19
9 111.32 temperature 15 1440 > th dose dependent rect. 5 18
10 111.33 temperature 20 1440 > th dose dependent rect. 15 7
29 111.42 temperature 30 720 < th dose dependent rect. 17 20
79 111.53 temperature 15 1440 > th dose dependent rect. 13 23
150 111.65 temperature 15 1440 > th dose dependent rect. 21 23
151 111.66 temperature 15 1440 > th dose dependent no NA NA
153 111.66 temperature 20 1440 > th dose dependent rect. 11 12
163 111.67 temperature 15 1440 > th dose dependent sin 17 NA
179 111.68 temperature 15 1440 > th dose dependent rect. 11 23
399 111.96 temperature 15 1440 > th dose dependent sin 0 NA
573 112.25 temperature 30 1440 < th dose dependent rect. 5 18
854 112.78 temperature 30 1440 < th dose dependent no NA NA
880 112.81 temperature 30 1440 < th dose dependent rect. 11 23
891 112.83 temperature 30 1440 < th dose dependent rect. 21 23
942 112.91 temperature 30 1440 < th dose dependent rect. 18 5