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Os06g0671600

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.52 (0.0737) R2 : 0.672
β1 : 4.92 (0.268) R2dD : 0.316 R2D : 0.199
β2 : 2.89 (0.164) R2dC : 0.231 R2C : 0.235
β3 : 0.988 (0.356) R2dE : 0.00887 R2E : -0.0718
β4 : 3.5 (0.661) R2dD*C : 0.0208 R2D*C : 0.0148
β5 : 14.1 (1.39) R2dD*E : 0.119 R2D*E : 0.0624
γ1 : 1.57 (0.143) R2dN8 : 0.122 R2N8 : 0.0629
σ : 1.23
deviance : 688.87
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C
peak time of C : 9.18
E
wheather : wind
threshold : 5.029
memory length : 1340
response mode : > th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 20
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = wind, response mode = > th, dose dependency = dose independent, type of G = sin)

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
688.87 1.23 7.52 4.92 2.89 0.988 3.5 14.1 1.57 9.18 5.029 1340 20 --
834.97 1.35 7.25 5.03 3.22 1.03 2.98 -- 1.59 9.01 1.8 11152 20.7 --
727.64 1.26 7.49 4.97 2.9 1.19 -- 14.6 1.6 9.16 5.456 1419 20.3 --
836.08 1.35 7.25 5.42 3.15 2.12 -- -- 1.65 9.19 1.8 11105 17 --
1204.14 1.62 7.56 4.83 -- 0.405 -- 13.5 1.57 -- 5.4 1366 19.8 --
853.05 1.37 7.18 4.59 2.94 -- 2.56 -- 1.87 9.13 -- -- -- --
876.11 1.39 7.18 4.68 2.93 -- -- -- 1.88 9.12 -- -- -- --
1285.8 1.67 7.25 4.62 -- 2.57 -- -- 1.68 -- 0.8 47520 15.3 --
926.76 1.42 7.42 -- 3.72 -4.02 -- -- 0.217 8.99 5.8 47520 0.386 --
1370.82 1.73 7.26 4.67 -- -- -- -- 1.89 -- -- -- -- --
1453.24 1.78 7.3 -- 2.93 -- -- -- 1.36 9 -- -- -- --
1398.49 1.74 7.59 -- -- -3.99 -- -- 0.43 -- 5.926 47520 0.0613 --
1946.52 2.06 7.38 -- -- -- -- -- 1.37 -- -- -- -- --

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
1 645.13 atmosphere 1005 14400 > th dose dependent rect. 7 3
2 645.16 atmosphere 1005 14400 > th dose dependent rect. 8 1
6 645.41 atmosphere 1005 14400 > th dose dependent rect. 24 1
20 646.28 atmosphere 1005 14400 > th dose dependent rect. 22 14
64 646.67 atmosphere 1005 14400 > th dose dependent sin 7 NA
168 647.52 atmosphere 1005 14400 > th dose dependent rect. 11 1
232 648.06 atmosphere 1005 14400 > th dose independent rect. 15 1
256 648.24 atmosphere 1005 14400 > th dose dependent rect. 3 23
257 648.25 atmosphere 1005 14400 > th dose dependent no NA NA
266 648.30 atmosphere 1005 14400 > th dose dependent rect. 11 23
271 648.33 atmosphere 1005 14400 > th dose dependent rect. 7 23
506 652.09 atmosphere 1000 14400 > th dose dependent rect. 16 1
542 653.50 humidity 90 14400 < th dose independent rect. 24 2
561 653.97 atmosphere 1010 14400 < th dose independent rect. 6 1