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Os06g0108500

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

Description :


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.1 (0.0611) R2 : 0.676
β1 : -2.06 (0.309) R2dD : 0.103 R2D : -0.151
β2 : 1.14 (0.118) R2dC : 0.068 R2C : 0.0759
β3 : 1.52 (0.19) R2dE : 0.0644 R2E : 0.165
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -9.39 (0.92) R2dD*E : 0.26 R2D*E : 0.167
γ1 : 1.54 (0.127) R2dN8 : 0.224 R2N8 : 0.359
σ : 0.883
deviance : 359.63
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C
peak time of C : 3.24
E
wheather : temperature
threshold : 17.25
memory length : 4627
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 = 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
352.56 0.882 9.07 -1.84 1.08 1.55 1.73 -9.02 1.61 2.79 16.57 4312 -- --
434.94 0.979 8.71 0.778 1.83 2.44 1.91 -- 2.25 2.7 4.236 23203 -- --
359.63 0.883 9.1 -2.06 1.14 1.52 -- -9.39 1.54 3.24 17.25 4627 -- --
420.36 0.955 8.72 0.484 1.2 2.13 -- -- 2.18 3.83 7.332 1980 -- --
429.34 0.965 9.09 -2.03 -- 1.78 -- -9.28 1.54 -- 17 4158 -- --
491.75 1.04 8.63 1.24 1.14 -- 1.51 -- 2.59 2.8 -- -- -- --
498.59 1.05 8.63 1.2 1.17 -- -- -- 2.58 3.24 -- -- -- --
477.97 1.02 8.73 0.393 -- 2.18 -- -- 2.16 -- 8.104 2565 -- --
425.59 0.961 8.74 -- 1.21 2.34 -- -- 2.09 3.93 8.191 2012 -- --
575.86 1.12 8.63 1.25 -- -- -- -- 2.61 -- -- -- -- --
536.78 1.08 8.66 -- 1.19 -- -- -- 2.45 3.24 -- -- -- --
481.34 1.02 8.75 -- -- 2.34 -- -- 2.09 -- 8.001 2578 -- --
617.3 1.16 8.66 -- -- -- -- -- 2.48 -- -- -- -- --

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
1 336.77 wind 3 43200 > th dose independent rect. 12 2
2 338.46 wind 7 43200 < th dose dependent rect. 13 1
5 339.55 wind 3 43200 < th dose independent rect. 12 2
8 340.18 wind 1 43200 > th dose dependent rect. 13 2
11 340.24 wind 1 43200 > th dose dependent rect. 12 4
27 341.27 wind 5 43200 < th dose independent rect. 14 2
29 341.35 temperature 20 43200 > th dose independent rect. 20 5
31 341.42 temperature 20 43200 > th dose independent rect. 19 9
32 341.45 temperature 20 43200 > th dose independent rect. 19 7
34 341.51 temperature 20 43200 < th dose independent rect. 20 5
40 341.58 temperature 20 43200 < th dose independent rect. 19 9
42 341.65 radiation 10 14400 < th dose dependent rect. 3 2
55 341.77 temperature 20 43200 > th dose independent rect. 19 14
58 341.78 radiation 10 14400 < th dose dependent rect. 24 5
66 341.88 temperature 20 43200 < th dose independent rect. 21 2
69 341.90 temperature 20 43200 > th dose independent rect. 21 2
77 341.93 temperature 20 43200 < th dose independent rect. 19 14
87 342.03 temperature 20 43200 > th dose independent sin 12 NA
99 342.06 humidity 70 43200 > th dose independent rect. 19 1
121 342.23 temperature 20 43200 < th dose independent sin 12 NA
155 342.45 temperature 25 43200 < th dose dependent rect. 3 1
185 342.60 temperature 10 43200 > th dose dependent rect. 3 1
189 342.63 humidity 70 43200 > th dose independent rect. 19 3
267 343.03 humidity 70 43200 < th dose independent rect. 19 1
292 343.13 temperature 20 43200 < th dose independent rect. 24 10
305 343.19 temperature 20 43200 > th dose independent rect. 24 10
319 343.23 temperature 20 43200 > th dose independent rect. 3 7
357 343.37 temperature 20 43200 > th dose independent rect. 4 5
417 343.58 radiation 1 43200 > th dose independent rect. 18 11
448 343.67 radiation 1 43200 < th dose independent rect. 18 11
505 343.83 radiation 10 14400 < th dose dependent rect. 20 9
606 344.21 humidity 60 43200 > th dose independent rect. 19 18
659 344.40 temperature 15 43200 > th dose dependent rect. 22 1
687 344.49 wind 3 43200 > th dose independent rect. 9 7
691 344.51 temperature 20 43200 > th dose independent no NA NA
712 344.56 temperature 30 1440 < th dose dependent rect. 20 1
757 344.69 radiation 20 14400 > th dose dependent rect. 17 14
795 344.81 humidity 80 43200 > th dose independent rect. 19 6
798 344.82 temperature 20 43200 > th dose independent rect. 23 23
802 344.83 temperature 20 43200 < th dose independent no NA NA
823 344.88 humidity 80 43200 < th dose dependent rect. 19 2
832 344.90 temperature 20 43200 > th dose independent rect. 3 23
859 344.99 humidity 90 14400 > th dose dependent rect. 5 1
861 345.00 humidity 80 43200 < th dose independent rect. 20 4
881 345.04 temperature 10 1440 > th dose dependent rect. 20 1
893 345.06 radiation 20 14400 > th dose dependent rect. 6 1
925 345.13 temperature 20 43200 < th dose independent rect. 23 23
974 345.25 temperature 20 43200 < th dose independent rect. 2 23