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Os03g0252100

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

Description : Esterase/lipase/thioesterase domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.3 (0.0275) R2 : 0.707
β1 : -0.871 (0.102) R2dD : 0.0517 R2D : 0.00154
β2 : 2.22 (0.0735) R2dC : 0.639 R2C : 0.418
β3 : 2.12 (0.108) R2dE : 0.294 R2E : 0.0226
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.292 (0.0607) R2dN8 : 0.022 R2N8 : -0.0352
σ : 0.513
deviance : 119.58
__
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C
peak time of C : 6.6
E
wheather : temperature
threshold : 21.54
memory length : 11
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
106.91 0.486 11.3 -1.12 2.24 2.27 2.08 -1.18 -0.361 6.58 21.6 11 -- --
108.13 0.484 11.3 -0.933 2.24 2.24 2.16 -- -0.314 6.54 21.62 11 -- --
117.65 0.505 11.3 -1.14 2.24 2.25 -- -1.53 -0.377 6.57 21.62 11 -- --
119.58 0.513 11.3 -0.871 2.22 2.12 -- -- -0.292 6.6 21.54 11 -- --
356.75 0.885 11.3 -0.872 -- 1.43 -- -1.11 -0.191 -- 20.39 11 -- --
183.01 0.634 11.2 -0.485 1.97 -- 1.57 -- 0.0603 8 -- -- -- --
190.35 0.646 11.2 -0.441 1.97 -- -- -- 0.0592 8.02 -- -- -- --
357.65 0.885 11.3 -0.688 -- 1.4 -- -- -0.138 -- 20.2 7 -- --
138.28 0.551 11.3 -- 2.16 1.84 -- -- -0.155 6.79 21.54 11 -- --
402.13 0.937 11.3 -0.422 -- -- -- -- 0.084 -- -- -- -- --
195.48 0.654 11.2 -- 1.97 -- -- -- 0.108 8.04 -- -- -- --
369.58 0.898 11.3 -- -- 1.25 -- -- -0.0406 -- 20.41 3 -- --
406.83 0.941 11.2 -- -- -- -- -- 0.131 -- -- -- -- --

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
1 106.92 radiation 40 4320 < th dose dependent rect. 18 4
2 106.99 temperature 20 270 > th dose dependent rect. 17 23
8 108.38 temperature 20 10 > th dose dependent rect. 8 23
19 109.31 temperature 20 90 > th dose dependent rect. 8 23
24 109.46 humidity 90 43200 > th dose independent rect. 21 1
34 110.18 humidity 90 43200 < th dose independent rect. 21 1
40 110.40 humidity 90 43200 > th dose dependent rect. 21 1
42 110.44 temperature 20 10 > th dose dependent no NA NA
44 110.47 radiation 10 14400 < th dose dependent rect. 18 11
50 110.57 temperature 20 90 > th dose dependent no NA NA
51 110.58 temperature 20 90 > th dose dependent rect. 10 23
69 111.02 humidity 90 43200 < th dose independent rect. 17 8
72 111.06 temperature 20 90 > th dose dependent rect. 2 23
87 111.37 humidity 90 43200 < th dose independent rect. 18 5
102 111.58 temperature 20 10 > th dose dependent rect. 2 23
112 111.76 humidity 90 43200 < th dose independent sin 16 NA
123 111.92 temperature 10 270 > th dose dependent rect. 17 23
128 111.96 radiation 10 14400 < th dose independent rect. 16 14
129 111.97 wind 5 43200 < th dose independent rect. 11 1
134 112.00 temperature 20 270 > th dose dependent rect. 6 23
141 112.11 radiation 10 14400 < th dose independent rect. 16 5
147 112.13 radiation 10 14400 < th dose independent rect. 16 3
172 112.45 wind 5 43200 > th dose independent rect. 11 1
180 112.53 humidity 90 43200 < th dose independent rect. 9 18
194 112.60 temperature 25 1440 > th dose dependent rect. 10 7
212 112.75 humidity 90 43200 > th dose independent sin 16 NA
217 112.77 temperature 20 720 > th dose dependent rect. 19 20
232 112.85 humidity 90 43200 < th dose independent rect. 8 22
236 112.87 humidity 90 43200 < th dose independent rect. 18 1
241 112.90 atmosphere 1005 43200 > th dose independent rect. 16 1
247 112.94 humidity 90 43200 < th dose independent rect. 17 19
256 113.01 humidity 90 43200 > th dose independent rect. 17 18
304 113.18 radiation 1 14400 > th dose dependent rect. 17 13
310 113.21 humidity 80 43200 < th dose independent rect. 12 3
315 113.21 radiation 1 14400 < th dose dependent rect. 8 14
344 113.28 humidity 90 43200 > th dose independent rect. 8 22
357 113.32 humidity 90 43200 > th dose independent rect. 9 18
360 113.33 humidity 80 43200 > th dose independent rect. 11 4
369 113.35 radiation 1 14400 < th dose dependent rect. 8 21
380 113.38 radiation 1 14400 < th dose independent rect. 18 4
391 113.41 humidity 90 43200 > th dose independent rect. 11 16
473 113.55 humidity 90 43200 < th dose independent rect. 5 23
474 113.55 humidity 90 43200 > th dose dependent sin 16 NA
532 113.67 humidity 90 43200 < th dose independent no NA NA
542 113.68 radiation 1 14400 < th dose dependent sin 18 NA
558 113.72 radiation 1 14400 < th dose dependent rect. 13 9
616 113.81 humidity 90 43200 > th dose independent no NA NA
629 113.82 humidity 90 43200 > th dose independent rect. 4 23
633 113.82 radiation 1 14400 < th dose dependent rect. 13 16
645 113.84 humidity 90 43200 > th dose dependent rect. 8 22
662 113.87 humidity 90 43200 < th dose independent rect. 24 23
677 113.88 humidity 90 43200 > th dose dependent rect. 17 18
705 113.92 humidity 90 43200 < th dose independent rect. 10 1
737 113.96 radiation 10 14400 > th dose dependent rect. 16 15
780 114.01 temperature 20 10 > th dose dependent rect. 21 23
810 114.06 radiation 1 14400 > th dose dependent rect. 17 2
869 114.13 atmosphere 1005 43200 < th dose independent rect. 16 1
889 114.17 humidity 80 43200 > th dose independent rect. 11 7
925 114.22 humidity 90 43200 > th dose dependent no NA NA
929 114.22 humidity 90 43200 > th dose dependent rect. 1 23
935 114.23 temperature 20 720 > th dose dependent rect. 1 21
943 114.24 humidity 90 43200 > th dose dependent rect. 3 23
998 114.32 temperature 25 1440 > th dose dependent sin 22 NA