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Os12g0100500

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

Description : Alpha/beta hydrolase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.85 (0.0263) R2 : 0.809
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.42 (0.0622) R2dC : 0.604 R2C : 0.655
β3 : -1.79 (0.0943) R2dE : 0.164 R2E : 0.204
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.113 (0.0572) R2dN8 : 0.000417 R2N8 : -0.0135
σ : 0.489
deviance : 110.02
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C
peak time of C : 11.7
E
wheather : temperature
threshold : 17.52
memory length : 1410
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
90.7 0.447 9.78 1.34 2.35 -1.98 0.288 2.09 0.327 11.7 18.57 1412 -- --
102.02 0.47 9.84 1.22 2.4 -2.18 0.201 -- 0.241 11.7 14.8 5757 -- --
91.05 0.444 9.78 1.34 2.35 -1.98 -- 2.06 0.326 11.7 18.63 1413 -- --
97.74 0.46 9.81 0.959 2.39 -1.93 -- -- 0.212 11.4 18.25 1391 -- --
317.93 0.83 9.74 1.99 -- -3.2 -- 4.42 0.572 -- 19.9 915 -- --
191.71 0.649 9.95 0.0496 2.45 -- 0.318 -- -0.264 11.8 -- -- -- --
192.14 0.649 9.95 0.0623 2.45 -- -- -- -0.262 11.8 -- -- -- --
319.86 0.833 9.86 1.04 -- -3.52 -- -- 0.337 -- 17 905 -- --
110.02 0.489 9.85 -- 2.42 -1.79 -- -- 0.113 11.7 17.52 1410 -- --
570.32 1.12 10 -0.01 -- -- -- -- -0.294 -- -- -- -- --
192.25 0.649 9.95 -- 2.45 -- -- -- -0.269 11.8 -- -- -- --
344.98 0.865 9.9 -- -- -2.99 -- -- 0.168 -- 18.16 901 -- --
570.32 1.11 10 -- -- -- -- -- -0.292 -- -- -- -- --

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 87.24 temperature 20 1440 > th dose dependent rect. 19 2
2 87.31 temperature 20 720 > th dose dependent rect. 15 20
4 87.53 temperature 20 1440 > th dose dependent rect. 18 4
8 87.87 temperature 20 1440 > th dose dependent rect. 17 8
12 88.05 temperature 20 1440 > th dose dependent rect. 17 16
53 89.18 temperature 20 1440 > th dose dependent sin 12 NA
80 89.61 temperature 30 1440 < th dose dependent rect. 18 4
166 90.69 temperature 30 1440 < th dose dependent rect. 16 17
365 92.01 temperature 20 1440 > th dose dependent no NA NA
396 92.17 temperature 20 1440 > th dose dependent rect. 5 23
408 92.24 temperature 20 1440 > th dose dependent rect. 2 23
443 92.39 temperature 30 1440 < th dose dependent sin 13 NA
465 92.49 temperature 20 1440 > th dose dependent rect. 3 6
540 92.84 temperature 20 1440 > th dose dependent rect. 1 9
688 93.50 temperature 30 1440 < th dose dependent rect. 3 6
857 94.05 temperature 30 1440 < th dose dependent rect. 1 23
876 94.12 temperature 30 1440 < th dose dependent no NA NA
935 94.29 temperature 30 1440 < th dose dependent rect. 6 23