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Os03g0241400

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 : 5.77 (0.028) R2 : 0.513
β1 : 0.935 (0.104) R2dD : 0.0972 R2D : -0.0472
β2 : 1.18 (0.0671) R2dC : 0.345 R2C : 0.183
β3 : 1.94 (0.122) R2dE : 0.347 R2E : -0.00645
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.494 (0.0635) R2dN8 : 0.103 R2N8 : -0.0695
σ : 0.51
deviance : 119.69
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C
peak time of C : 10.4
E
wheather : temperature
threshold : 27.57
memory length : 114
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
116.66 0.507 5.75 1.16 1.2 2.01 0.325 -1.49 0.508 10.6 30.7 99 -- --
118.31 0.507 5.77 0.923 1.19 1.95 0.581 -- 0.493 10.4 27.74 112 -- --
117.02 0.504 5.75 1.21 1.18 2.02 -- -1.72 0.513 10.6 30.94 104 -- --
119.69 0.51 5.77 0.935 1.18 1.94 -- -- 0.494 10.4 27.57 114 -- --
155.55 0.581 5.78 1.32 -- 2.34 -- -1.84 0.515 -- 38.91 627 -- --
171.2 0.613 5.86 0.431 1.11 -- 0.409 -- 0.0765 8.55 -- -- -- --
171.73 0.614 5.86 0.444 1.11 -- -- -- 0.0762 8.51 -- -- -- --
156.99 0.584 5.8 1.03 -- 2.27 -- -- 0.493 -- 30.86 619 -- --
140.63 0.552 5.82 -- 1.17 1.59 -- -- 0.276 10.2 30.6 81 -- --
240.6 0.725 5.89 0.448 -- -- -- -- 0.0867 -- -- -- -- --
176.92 0.622 5.88 -- 1.11 -- -- -- 0.0267 8.48 -- -- -- --
181.77 0.628 5.85 -- -- 1.92 -- -- 0.297 -- 32.13 602 -- --
245.9 0.732 5.9 -- -- -- -- -- 0.037 -- -- -- -- --

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
1 110.41 temperature 15 90 > th dose dependent rect. 6 22
3 111.90 temperature 30 90 < th dose dependent rect. 3 23
8 113.49 temperature 30 90 < th dose dependent rect. 15 22
14 114.10 temperature 30 90 < th dose dependent rect. 9 23
19 115.40 temperature 30 30 < th dose dependent rect. 23 23
34 116.87 temperature 30 90 < th dose dependent no NA NA
40 117.32 temperature 10 90 > th dose dependent no NA NA
49 117.83 temperature 10 270 > th dose dependent rect. 17 23
86 119.56 temperature 30 90 < th dose dependent rect. 19 23
88 119.69 temperature 15 90 > th dose dependent rect. 21 23
107 120.38 temperature 30 90 < th dose dependent rect. 21 23
122 120.97 temperature 30 90 < th dose dependent rect. 1 23
194 122.93 temperature 15 90 > th dose dependent rect. 1 23
281 124.68 temperature 15 10 > th dose dependent rect. 21 23
310 125.22 temperature 15 90 > th dose dependent rect. 11 23
374 126.19 temperature 30 90 < th dose dependent rect. 15 16
482 127.47 temperature 15 10 > th dose dependent rect. 2 23
537 128.20 temperature 30 10 < th dose dependent rect. 16 16
627 129.36 temperature 30 720 < th dose dependent rect. 8 18
777 130.67 temperature 15 270 > th dose dependent sin 9 NA
893 131.51 temperature 30 270 < th dose dependent sin 10 NA
897 131.54 temperature 20 270 > th dose independent rect. 5 22
999 132.20 temperature 30 1440 < th dose dependent rect. 4 8