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Os11g0592000

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

Description : Similar to Barwin.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 6.77 (0.0739) R2 : 0.31
β1 : -1.4 (0.342) R2dD : 0.0466 R2D : 0.114
β2 : 0.691 (0.167) R2dC : 0.0254 R2C : 0.0238
β3 : 0.585 (0.326) R2dE : 0.00593 R2E : 0.00803
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : 8.94 (1.25) R2dD*E : 0.14 R2D*E : 0.236
γ1 : -0.399 (0.154) R2dN8 : 0.0146 R2N8 : 0.00555
σ : 1.3
deviance : 783.03
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C
peak time of C : 1.2
E
wheather : atmosphere
threshold : 1014
memory length : 12367
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = atmosphere, 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
778.22 1.31 6.78 -1.44 0.682 0.589 -1.08 8.91 -0.407 1.25 1014 12373 -- --
811.75 1.33 6.9 -3.04 0.736 1.96 -0.862 -- -0.479 0.678 999.3 12070 -- --
783.03 1.3 6.77 -1.4 0.691 0.585 -- 8.94 -0.399 1.2 1014 12367 -- --
816.47 1.33 6.9 -3.03 0.75 1.94 -- -- -0.492 1.22 999.3 12050 -- --
811.77 1.33 6.76 -1.32 -- 0.537 -- 9.16 -0.383 -- 1014 12365 -- --
907.22 1.41 6.95 -2.67 0.714 -- -1.15 -- -0.684 1.24 -- -- -- --
912.63 1.41 6.95 -2.63 0.715 -- -- -- -0.678 1.18 -- -- -- --
851.17 1.36 6.89 -3 -- 1.91 -- -- -0.479 -- 999.4 12039 -- --
1041.65 1.5 6.84 -- 0.691 1.67 -- -- -0.218 1.01 1000 7721 -- --
944.26 1.44 6.94 -2.61 -- -- -- -- -0.663 -- -- -- -- --
1095.29 1.55 6.88 -- 0.671 -- -- -- -0.385 1.03 -- -- -- --
1071.29 1.52 6.83 -- -- 1.63 -- -- -0.212 -- 1000 7751 -- --
1123.28 1.56 6.87 -- -- -- -- -- -0.374 -- -- -- -- --

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
1 757.79 temperature 30 43200 > th dose dependent rect. 8 1
15 758.04 temperature 30 43200 > th dose independent rect. 8 1
29 758.93 temperature 30 43200 < th dose independent rect. 24 9
31 758.99 temperature 30 43200 < th dose independent rect. 5 4
32 759.08 temperature 30 43200 < th dose independent rect. 8 1
34 759.23 temperature 30 43200 < th dose independent rect. 3 6
37 759.40 temperature 30 43200 < th dose independent rect. 21 12
39 759.50 temperature 30 43200 < th dose independent rect. 19 14
43 762.20 radiation 10 43200 < th dose independent rect. 12 3
46 763.56 radiation 10 43200 < th dose dependent rect. 12 3
49 764.95 radiation 10 43200 < th dose dependent rect. 14 1
68 769.48 radiation 10 43200 > th dose independent rect. 11 21
72 769.89 radiation 10 43200 > th dose independent rect. 10 5
73 770.00 radiation 10 43200 > th dose independent rect. 12 2
74 770.00 wind 1 43200 < th dose dependent rect. 4 1
109 771.25 radiation 10 43200 > th dose independent sin 23 NA
110 771.28 radiation 10 43200 > th dose independent rect. 7 23
111 771.29 radiation 10 43200 > th dose independent rect. 7 11
129 771.51 radiation 10 43200 > th dose independent rect. 17 23
130 771.53 radiation 10 43200 > th dose independent no NA NA
132 771.53 radiation 10 43200 > th dose independent rect. 5 13
299 773.66 humidity 70 43200 > th dose independent rect. 12 1
303 773.95 radiation 10 43200 > th dose independent sin 13 NA
320 774.12 atmosphere 1015 14400 < th dose dependent rect. 8 1
321 774.15 atmosphere 995 14400 > th dose dependent rect. 8 1
330 774.49 atmosphere 1015 14400 < th dose dependent rect. 8 3
354 774.86 atmosphere 995 14400 > th dose dependent rect. 5 6
373 775.05 radiation 20 43200 < th dose dependent rect. 9 11
403 775.10 atmosphere 995 14400 > th dose dependent rect. 5 1
483 775.62 radiation 10 43200 < th dose independent rect. 9 17
490 775.72 humidity 70 43200 < th dose independent rect. 12 1
501 775.84 radiation 20 43200 < th dose dependent sin 21 NA
586 776.77 wind 1 43200 > th dose independent rect. 4 1
718 777.43 wind 1 43200 < th dose independent rect. 4 1
761 777.58 wind 7 14400 > th dose dependent rect. 14 7
765 777.58 radiation 10 43200 < th dose dependent rect. 19 22
839 778.08 radiation 10 43200 < th dose independent sin 21 NA
931 778.53 atmosphere 1015 14400 < th dose dependent sin 5 NA
957 778.68 atmosphere 995 14400 > th dose dependent sin 5 NA
986 778.73 radiation 20 43200 < th dose dependent rect. 1 19