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Os08g0100800

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

Description : Homeodomain-like containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12 (0.0124) R2 : 0.574
β1 : -0.976 (0.0484) R2dD : 0.479 R2D : -0.0777
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.819 (0.0399) R2dE : 0.56 R2E : -0.181
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.466 (0.0293) R2dN8 : 0.425 R2N8 : -0.153
σ : 0.225
deviance : 23.32
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C
peak time of C : --
E
wheather : temperature
threshold : 21.02
memory length : 7704
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
22.67 0.224 12 -1.17 0.143 0.848 0.168 -1.05 -0.456 17.8 21.39 1414 -- --
22.71 0.222 12 -0.981 0.118 0.808 0.0642 -- -0.465 18.8 21.01 7467 -- --
22.73 0.222 12 -1.18 0.14 0.845 -- -1.08 -0.457 18.2 21.48 1430 -- --
22.72 0.222 12 -0.972 0.12 0.802 -- -- -0.46 19 21.15 7435 -- --
23.14 0.224 12 -1.21 -- 0.895 -- -1.23 -0.462 -- 21.8 1762 -- --
44.29 0.312 12 -0.565 0.12 -- 0.00215 -- -0.183 19.9 -- -- -- --
44.29 0.312 12 -0.565 0.12 -- -- -- -0.183 19.9 -- -- -- --
23.32 0.225 12 -0.976 -- 0.819 -- -- -0.466 -- 21.02 7704 -- --
40.84 0.298 12 -- 0.11 0.546 -- -- -0.22 19.5 21.9 1481 -- --
45.07 0.314 12 -0.567 -- -- -- -- -0.184 -- -- -- -- --
52.71 0.34 12 -- 0.124 -- -- -- -0.12 19.5 -- -- -- --
40.62 0.297 12 -- -- 0.548 -- -- -0.241 -- 27.8 7683 -- --
53.54 0.342 12 -- -- -- -- -- -0.122 -- -- -- -- --

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 22.64 temperature 20 1440 > th dose dependent rect. 3 19
45 22.85 temperature 20 1440 > th dose dependent sin 2 NA
56 22.87 temperature 20 1440 > th dose dependent rect. 14 22
70 22.90 temperature 20 1440 > th dose dependent no NA NA
73 22.90 temperature 20 1440 > th dose dependent rect. 6 23
85 22.92 temperature 20 1440 > th dose dependent rect. 20 23
89 22.93 temperature 20 1440 > th dose dependent rect. 3 11
92 22.93 temperature 20 1440 > th dose dependent rect. 8 23
98 22.94 temperature 20 1440 > th dose dependent rect. 10 23
99 22.94 temperature 20 1440 > th dose dependent rect. 17 23
201 23.16 temperature 20 1440 > th dose dependent rect. 15 7
313 23.54 temperature 20 1440 > th dose dependent rect. 6 1
400 23.76 temperature 20 1440 > th dose dependent rect. 10 3
646 23.99 temperature 25 1440 > th dose independent rect. 16 6
727 24.04 temperature 25 14400 > th dose dependent rect. 17 1
782 24.07 wind 3 43200 > th dose dependent rect. 20 1