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Os07g0626300

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 : 11.1 (0.0176) R2 : 0.0149
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0975 (0.0371) R2dN8 : 0.0192 R2N8 : 0.0149
σ : 0.332
deviance : 50.67
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = radiation, 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
27.54 0.247 11.1 0.335 0.526 0.348 0.468 0.689 0.185 20.8 32.76 5068 -- --
28.24 0.247 11.1 0.407 0.537 0.362 0.434 -- 0.189 20.8 32.02 5099 -- --
28.27 0.248 11.1 0.329 0.523 0.349 -- 0.657 0.184 20.7 32.77 5072 -- --
28.84 0.25 11.1 0.392 0.533 0.38 -- -- 0.199 20.7 31.91 5091 -- --
42.14 0.302 11.1 0.215 -- 0.274 -- 0.828 0.22 -- 42.13 8840 -- --
32.28 0.266 11.1 0.424 0.483 -- 0.455 -- 0.146 20.9 -- -- -- --
32.98 0.269 11.1 0.409 0.483 -- -- -- 0.146 20.9 -- -- -- --
42.67 0.306 11.1 0.424 -- 0.267 -- -- 0.151 -- 31.91 5091 -- --
32.89 0.267 11.1 -- 0.537 0.405 -- -- 0.205 20.8 32.81 5122 -- --
46.27 0.318 11.1 0.409 -- -- -- -- 0.143 -- -- -- -- --
37.38 0.286 11.2 -- 0.482 -- -- -- 0.101 20.9 -- -- -- --
46.15 0.316 11.1 -- -- 0.375 -- -- 0.226 -- 36.99 8824 -- --
50.67 0.332 11.1 -- -- -- -- -- 0.0975 -- -- -- -- --

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 24.80 wind 3.0 43200 < th dose dependent rect. 3 5
9 25.14 wind 5.0 43200 < th dose dependent rect. 7 1
30 25.36 wind 1.0 43200 > th dose dependent rect. 7 1
32 25.36 wind 1.0 43200 > th dose dependent rect. 5 3
48 25.42 wind 3.0 43200 < th dose independent rect. 7 1
68 25.54 wind 3.0 43200 < th dose independent rect. 4 4
76 25.57 wind 3.0 43200 > th dose independent rect. 7 1
84 25.59 wind 3.0 43200 > th dose independent rect. 5 1
90 25.61 wind 3.0 43200 < th dose independent rect. 5 1
95 25.64 wind 3.0 43200 > th dose independent rect. 4 4
122 25.71 wind 1.0 43200 > th dose independent rect. 3 9
197 25.89 wind 5.0 43200 < th dose dependent sin 7 NA
256 25.99 wind 1.0 43200 > th dose independent rect. 1 12
385 26.13 wind 1.0 43200 < th dose dependent rect. 3 19
416 26.17 wind 1.0 43200 > th dose dependent sin 8 NA
451 26.21 wind 1.0 43200 < th dose dependent rect. 1 21
592 26.42 wind 3.0 43200 < th dose independent sin 7 NA
599 26.43 wind 3.0 43200 > th dose independent sin 7 NA
623 26.45 wind 1.0 43200 < th dose dependent rect. 1 17
633 26.46 wind 1.0 43200 < th dose dependent rect. 1 19
656 26.49 humidity 80.0 43200 < th dose independent rect. 6 1
682 26.52 precipitation 0.1 43200 > th dose dependent rect. 19 2
724 26.58 wind 1.0 43200 < th dose dependent rect. 3 15
751 26.61 wind 1.0 43200 < th dose dependent rect. 3 17
762 26.64 humidity 70.0 14400 > th dose independent rect. 19 13
813 26.71 humidity 80.0 43200 > th dose independent rect. 5 2
822 26.72 wind 1.0 43200 > th dose independent rect. 1 1
857 26.76 humidity 70.0 14400 < th dose independent rect. 19 13
874 26.77 humidity 70.0 14400 < th dose dependent rect. 18 3
911 26.80 precipitation 0.1 43200 > th dose dependent rect. 2 2
930 26.84 humidity 80.0 43200 < th dose independent rect. 22 1
935 26.85 precipitation 0.1 43200 < th dose independent rect. 19 2
939 26.85 precipitation 0.1 43200 < th dose dependent rect. 19 2
950 26.88 precipitation 0.1 43200 > th dose independent rect. 19 2
951 26.88 humidity 70.0 14400 < th dose independent rect. 18 4
985 26.92 humidity 70.0 14400 > th dose independent rect. 19 3
989 26.92 humidity 70.0 14400 > th dose independent rect. 19 10