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Os09g0103300

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.73 (0.0389) R2 : 0.745
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.84 (0.0924) R2dC : 0.533 R2C : 0.459
β3 : 3.07 (0.2) R2dE : 0.14 R2E : 0.113
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.94 (0.0836) R2dN8 : 0.0973 R2N8 : 0.117
σ : 0.725
deviance : 242.45
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C
peak time of C : 0.615
E
wheather : temperature
threshold : 19.9
memory length : 2680
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
227.8 0.709 7.63 0.96 2.84 2.61 0.0599 -2.65 -0.73 0.609 20.8 2711 -- --
231.5 0.709 7.69 0.771 2.82 3.64 0.193 -- -0.795 0.624 20 2802 -- --
227.81 0.703 7.63 0.959 2.84 2.61 -- -2.65 -0.73 0.61 20.8 2708 -- --
231.65 0.709 7.7 0.771 2.81 3.63 -- -- -0.794 0.633 20.02 2790 -- --
638.87 1.18 7.69 0.241 -- 5.05 -- 1.07 -0.908 -- 20.8 2708 -- --
357.34 0.886 7.81 -0.566 2.73 -- 0.388 -- -1.31 0.495 -- -- -- --
357.99 0.886 7.82 -0.581 2.73 -- -- -- -1.31 0.496 -- -- -- --
639.79 1.18 7.68 0.287 -- 4.78 -- -- -0.902 -- 20.8 2708 -- --
242.45 0.725 7.73 -- 2.84 3.07 -- -- -0.94 0.615 19.9 2680 -- --
826.06 1.34 7.76 -0.486 -- -- -- -- -1.26 -- -- -- -- --
366.88 0.896 7.8 -- 2.72 -- -- -- -1.25 0.485 -- -- -- --
641.8 1.18 7.69 -- -- 4.64 -- -- -0.942 -- 20.8 2708 -- --
832.3 1.35 7.75 -- -- -- -- -- -1.21 -- -- -- -- --

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
1 230.07 humidity 50 43200 < th dose independent rect. 20 13
2 230.72 temperature 20 4320 < th dose dependent rect. 21 3
4 230.90 humidity 50 43200 > th dose independent rect. 20 13
5 230.96 humidity 50 43200 < th dose independent rect. 7 2
15 231.82 humidity 50 43200 > th dose independent rect. 7 2
22 232.26 radiation 10 4320 > th dose dependent rect. 5 2
35 232.37 humidity 60 43200 < th dose dependent rect. 20 13
48 233.36 temperature 20 4320 > th dose independent rect. 18 1
65 234.07 temperature 20 4320 > th dose independent rect. 17 5
72 234.32 humidity 60 43200 > th dose independent rect. 22 3
74 234.36 temperature 20 4320 < th dose independent rect. 18 1
76 234.46 temperature 20 1440 < th dose independent rect. 22 16
80 234.50 temperature 20 4320 > th dose independent rect. 18 3
83 234.54 humidity 60 43200 < th dose dependent rect. 7 2
86 234.63 temperature 20 4320 < th dose independent rect. 17 5
94 234.82 temperature 20 1440 > th dose independent rect. 22 16
95 234.83 humidity 50 43200 > th dose independent rect. 21 7
99 234.92 temperature 20 4320 < th dose dependent sin 13 NA
114 235.18 temperature 20 1440 < th dose independent sin 5 NA
118 235.23 temperature 20 4320 < th dose dependent rect. 19 15
131 235.34 humidity 70 43200 < th dose dependent rect. 22 2
142 235.41 temperature 20 1440 < th dose independent rect. 22 20
145 235.44 temperature 20 1440 > th dose independent sin 5 NA
156 235.57 temperature 20 1440 < th dose independent rect. 1 12
158 235.57 temperature 20 1440 > th dose independent rect. 22 20
195 235.84 temperature 20 1440 < th dose independent rect. 17 20
212 236.00 temperature 20 1440 > th dose independent rect. 1 12
213 236.01 temperature 20 1440 > th dose independent rect. 17 20
339 236.76 radiation 20 4320 < th dose independent rect. 2 5
343 236.77 humidity 60 43200 < th dose independent rect. 21 4
371 236.87 humidity 50 43200 > th dose independent rect. 20 9
414 237.08 radiation 20 4320 < th dose independent rect. 17 14
444 237.21 humidity 50 43200 > th dose dependent rect. 19 5
454 237.29 radiation 20 4320 < th dose independent rect. 23 8
455 237.29 radiation 20 4320 < th dose independent rect. 21 10
457 237.29 humidity 50 43200 > th dose dependent rect. 20 3
464 237.35 humidity 60 43200 < th dose independent rect. 21 2
492 237.51 temperature 20 4320 < th dose dependent no NA NA
494 237.54 temperature 20 4320 < th dose dependent rect. 5 23
512 237.67 temperature 20 1440 < th dose independent rect. 9 23
521 237.71 temperature 20 1440 > th dose independent rect. 5 23
524 237.72 temperature 20 1440 > th dose independent rect. 9 23
534 237.81 temperature 20 1440 < th dose independent rect. 5 23
536 237.82 temperature 20 4320 < th dose dependent rect. 1 23
539 237.83 temperature 20 4320 < th dose dependent rect. 3 23
544 237.86 humidity 50 43200 > th dose dependent rect. 18 7
555 237.91 humidity 80 43200 < th dose dependent rect. 6 1
571 238.05 temperature 20 1440 > th dose independent no NA NA
573 238.06 temperature 20 1440 < th dose independent no NA NA
602 238.23 temperature 20 1440 > th dose independent rect. 5 6
635 238.47 temperature 20 1440 < th dose independent rect. 11 23
639 238.48 temperature 20 1440 > th dose independent rect. 3 23
659 238.55 temperature 20 1440 < th dose independent rect. 3 23
675 238.65 humidity 80 43200 > th dose independent rect. 5 2
689 238.72 humidity 50 43200 < th dose independent rect. 20 9
703 238.78 humidity 50 43200 > th dose dependent rect. 21 1
711 238.85 temperature 20 1440 < th dose independent rect. 1 23
755 239.12 humidity 90 43200 < th dose dependent rect. 19 6
770 239.21 temperature 20 1440 < th dose independent rect. 5 6
793 239.32 humidity 70 43200 > th dose independent rect. 24 1
810 239.42 humidity 80 43200 < th dose independent rect. 5 2
828 239.49 temperature 20 4320 < th dose independent rect. 12 12
847 239.57 humidity 80 43200 < th dose independent rect. 23 9
862 239.63 humidity 90 43200 < th dose dependent rect. 20 4
982 240.26 humidity 80 43200 < th dose independent rect. 23 13