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Os01g0646700

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 : 9.6 (0.0212) R2 : 0.608
β1 : -1.13 (0.0877) R2dD : 0.21 R2D : 0.0102
β2 : 0.639 (0.0519) R2dC : 0.131 R2C : 0.138
β3 : -1.13 (0.0748) R2dE : 0.332 R2E : 0.208
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.229 (0.0518) R2dN8 : 0.0324 R2N8 : 0.134
σ : 0.377
deviance : 65.69
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C
peak time of C : 4.41
E
wheather : temperature
threshold : 22
memory length : 6144
response mode : < th
dose dependency : dose independent
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 independent, 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
64.57 0.378 9.55 -0.917 0.63 -1.26 0.269 -0.994 0.305 4.34 21.7 5852 -- --
65.56 0.377 9.61 -1.12 0.63 -1.12 0.275 -- 0.238 4.3 22 6145 -- --
64.76 0.375 9.55 -0.919 0.632 -1.26 -- -0.994 0.303 4.38 21.71 5849 -- --
65.69 0.377 9.6 -1.13 0.639 -1.13 -- -- 0.229 4.41 22 6144 -- --
85.89 0.432 9.56 -0.852 -- -1.21 -- -0.869 0.303 -- 22 5638 -- --
97.96 0.464 9.5 -0.423 0.656 -- 0.256 -- 0.661 4.24 -- -- -- --
98.14 0.464 9.5 -0.426 0.658 -- -- -- 0.659 4.28 -- -- -- --
81.1 0.419 9.59 -0.854 -- -1.07 -- -- 0.295 -- 24.1 2713 -- --
82.43 0.423 9.54 -- 0.552 -0.706 -- -- 0.473 4.67 23.81 2525 -- --
121.5 0.515 9.51 -0.4 -- -- -- -- 0.677 -- -- -- -- --
102.91 0.475 9.49 -- 0.65 -- -- -- 0.707 4.29 -- -- -- --
97.71 0.46 9.56 -- -- -0.828 -- -- 0.461 -- 24.08 2629 -- --
125.71 0.523 9.5 -- -- -- -- -- 0.721 -- -- -- -- --

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 65.19 temperature 20 14400 < th dose dependent rect. 5 1
2 65.25 temperature 20 14400 < th dose dependent rect. 3 3
11 65.70 temperature 25 4320 < th dose dependent rect. 21 12
32 65.84 temperature 25 4320 < th dose dependent sin 8 NA
52 65.90 temperature 25 4320 < th dose dependent rect. 22 5
77 65.98 radiation 1 43200 < th dose dependent rect. 17 1
87 65.99 radiation 1 43200 < th dose dependent rect. 17 12
91 66.00 temperature 25 4320 < th dose dependent rect. 22 3
100 66.01 radiation 1 43200 > th dose independent rect. 17 2
120 66.04 radiation 1 43200 < th dose independent rect. 17 2
124 66.04 radiation 1 43200 < th dose independent rect. 17 10
157 66.11 temperature 10 4320 > th dose dependent rect. 22 1
221 66.24 temperature 10 4320 > th dose dependent rect. 21 10
227 66.26 temperature 10 4320 > th dose dependent rect. 5 1
257 66.32 temperature 10 4320 > th dose dependent rect. 2 5
322 66.39 radiation 1 43200 < th dose dependent sin 15 NA
485 66.52 temperature 10 4320 > th dose dependent rect. 2 1
510 66.54 radiation 1 43200 < th dose dependent rect. 11 18
611 66.63 radiation 1 43200 < th dose independent sin 16 NA
638 66.65 temperature 10 4320 > th dose dependent sin 10 NA
671 66.67 radiation 1 43200 < th dose dependent rect. 11 8
713 66.70 temperature 25 4320 < th dose dependent no NA NA
744 66.73 radiation 1 43200 > th dose independent sin 16 NA
857 66.81 temperature 25 4320 < th dose dependent rect. 1 23
859 66.82 radiation 1 43200 < th dose independent rect. 10 19
873 66.82 temperature 25 4320 < th dose dependent rect. 4 23
886 66.84 radiation 1 43200 < th dose independent rect. 10 9