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Os05g0126700

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 : 7.13 (0.0238) R2 : 0.686
β1 : -2.29 (0.0871) R2dD : 0.493 R2D : 0.534
β2 : 0.671 (0.0573) R2dC : 0.0946 R2C : 0.0861
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.386 (0.0508) R2dN8 : 0.0533 R2N8 : 0.095
σ : 0.447
deviance : 91.29
__
_____
C
peak time of C : 10.3
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 = humidity, 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
68.72 0.389 7.15 -2.26 0.582 -0.623 -0.981 -1.15 0.4 9.78 69.5 1282 -- --
71.36 0.393 7.13 -2.12 0.576 -0.674 -0.914 -- 0.434 9.68 69.23 1263 -- --
72.23 0.396 7.14 -2.28 0.602 -0.615 -- -0.99 0.403 9.69 69.4 1300 -- --
73.95 0.401 7.11 -2.13 0.592 -0.687 -- -- 0.477 9.63 70.3 1268 -- --
82.6 0.423 7.15 -2.19 -- -0.979 -- -0.313 0.411 -- 70 961 -- --
89.25 0.443 7.13 -2.26 0.667 -- -0.713 -- 0.388 10.3 -- -- -- --
91.29 0.447 7.13 -2.29 0.671 -- -- -- 0.386 10.3 -- -- -- --
82.47 0.423 7.13 -2.11 -- -0.991 -- -- 0.474 -- 70.3 984 -- --
190.79 0.643 7.06 -- 0.64 -0.916 -- -- 0.72 9.95 70.83 1295 -- --
118.68 0.509 7.15 -2.3 -- -- -- -- 0.385 -- -- -- -- --
229.37 0.708 7.08 -- 0.684 -- -- -- 0.641 10.5 -- -- -- --
196.43 0.653 7.07 -- -- -1.27 -- -- 0.742 -- 70.35 1029 -- --
258.12 0.75 7.09 -- -- -- -- -- 0.64 -- -- -- -- --

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 66.91 wind 3.0 14400 < th dose independent rect. 3 1
2 67.05 wind 3.0 14400 > th dose independent rect. 3 1
3 67.52 wind 7.0 14400 < th dose dependent rect. 3 1
6 67.66 wind 1.0 14400 > th dose dependent rect. 3 1
24 68.26 humidity 60.0 14400 > th dose independent rect. 14 2
25 68.26 humidity 60.0 14400 < th dose independent rect. 14 3
27 68.32 humidity 60.0 14400 < th dose independent rect. 14 1
30 68.48 humidity 90.0 14400 > th dose dependent rect. 19 2
33 68.58 wind 3.0 14400 < th dose independent rect. 24 5
36 68.65 humidity 80.0 1440 < th dose dependent rect. 22 21
48 68.73 humidity 90.0 14400 < th dose dependent rect. 14 1
54 68.75 humidity 60.0 1440 > th dose dependent rect. 11 2
59 68.76 humidity 80.0 1440 < th dose dependent rect. 7 12
61 68.77 humidity 90.0 14400 > th dose independent rect. 20 1
77 68.82 humidity 50.0 1440 > th dose dependent sin 1 NA
78 68.82 humidity 80.0 1440 < th dose dependent sin 0 NA
97 68.88 precipitation 0.1 4320 < th dose independent rect. 2 15
103 68.88 precipitation 0.1 4320 < th dose dependent rect. 2 15
110 68.89 humidity 50.0 1440 > th dose dependent rect. 2 17
112 68.90 wind 3.0 14400 > th dose independent rect. 24 5
117 68.92 precipitation 0.1 4320 > th dose independent rect. 2 15
127 68.94 humidity 50.0 1440 > th dose dependent rect. 6 11
132 68.94 humidity 80.0 1440 < th dose dependent rect. 17 23
145 68.96 humidity 70.0 14400 < th dose dependent rect. 14 1
158 68.98 humidity 90.0 14400 > th dose dependent rect. 15 7
160 68.99 precipitation 0.1 4320 > th dose independent sin 2 NA
161 68.99 precipitation 0.1 4320 < th dose independent sin 2 NA
164 68.99 precipitation 0.1 4320 < th dose dependent sin 2 NA
176 69.00 humidity 80.0 1440 < th dose dependent rect. 9 23
182 69.02 humidity 80.0 1440 < th dose dependent no NA NA
186 69.02 humidity 80.0 1440 < th dose dependent rect. 7 21
188 69.02 humidity 80.0 1440 < th dose dependent rect. 5 23
202 69.03 humidity 80.0 1440 < th dose dependent rect. 2 22
236 69.06 humidity 90.0 14400 > th dose dependent rect. 13 9
246 69.07 precipitation 0.1 4320 < th dose independent rect. 5 2
249 69.07 precipitation 0.1 4320 < th dose dependent rect. 5 2
252 69.07 humidity 80.0 1440 < th dose dependent rect. 11 23
285 69.10 humidity 90.0 14400 > th dose dependent rect. 8 14
323 69.14 humidity 80.0 1440 < th dose dependent rect. 15 23
380 69.26 humidity 70.0 14400 < th dose independent rect. 17 1
409 69.30 humidity 60.0 14400 < th dose independent rect. 11 6
435 69.36 precipitation 0.1 4320 > th dose dependent rect. 5 3
446 69.39 precipitation 0.1 4320 > th dose independent rect. 5 2
465 69.41 humidity 50.0 14400 > th dose dependent rect. 14 1
478 69.43 humidity 80.0 1440 < th dose independent rect. 7 7
479 69.43 humidity 60.0 14400 > th dose independent rect. 14 20
482 69.43 humidity 50.0 14400 > th dose dependent rect. 9 9
495 69.46 wind 3.0 43200 > th dose independent rect. 6 1
503 69.46 humidity 90.0 14400 < th dose dependent rect. 11 6
525 69.50 humidity 90.0 14400 < th dose dependent rect. 9 9
546 69.53 humidity 60.0 14400 < th dose independent rect. 9 9
547 69.53 humidity 60.0 14400 > th dose independent rect. 14 18
562 69.55 humidity 90.0 14400 > th dose independent rect. 12 10
563 69.55 humidity 50.0 14400 > th dose dependent rect. 11 5
574 69.56 precipitation 0.1 4320 > th dose dependent rect. 2 15
593 69.59 wind 3.0 43200 < th dose independent rect. 6 1
594 69.59 humidity 90.0 14400 < th dose independent rect. 20 1
616 69.62 humidity 60.0 14400 > th dose independent rect. 14 10
633 69.63 humidity 60.0 14400 > th dose independent rect. 14 8
635 69.63 humidity 70.0 1440 < th dose independent rect. 9 10
637 69.63 humidity 60.0 14400 < th dose independent rect. 20 22
645 69.64 humidity 60.0 14400 < th dose independent rect. 6 12
680 69.65 humidity 60.0 14400 < th dose independent rect. 14 18
716 69.69 precipitation 0.1 14400 > th dose independent rect. 8 9
718 69.69 humidity 90.0 1440 < th dose dependent rect. 11 2
737 69.71 humidity 60.0 14400 < th dose independent rect. 11 23
748 69.72 precipitation 0.1 4320 > th dose dependent rect. 4 13
758 69.73 humidity 90.0 14400 > th dose independent rect. 9 14
766 69.74 humidity 60.0 14400 < th dose independent sin 20 NA
771 69.74 humidity 60.0 14400 < th dose independent rect. 14 8
773 69.74 humidity 70.0 1440 > th dose independent rect. 9 10
790 69.75 humidity 60.0 14400 < th dose independent rect. 13 21
819 69.77 humidity 70.0 14400 < th dose dependent rect. 14 20
825 69.78 humidity 60.0 14400 < th dose independent rect. 11 21
826 69.78 humidity 60.0 14400 > th dose independent rect. 20 22
833 69.79 humidity 60.0 14400 > th dose independent rect. 9 9
835 69.79 precipitation 0.1 14400 < th dose independent rect. 8 9
838 69.79 humidity 60.0 14400 < th dose independent rect. 9 23
842 69.79 precipitation 0.1 14400 < th dose dependent rect. 8 9
844 69.80 humidity 60.0 14400 > th dose independent rect. 6 12
849 69.80 humidity 90.0 14400 > th dose independent rect. 7 16
895 69.83 humidity 70.0 1440 > th dose independent rect. 9 18
950 69.85 humidity 60.0 14400 < th dose independent rect. 9 12
965 69.85 precipitation 0.1 4320 < th dose independent rect. 1 19
968 69.85 humidity 70.0 1440 > th dose independent rect. 17 23
969 69.85 humidity 90.0 14400 > th dose dependent sin 21 NA
975 69.85 precipitation 0.1 4320 < th dose dependent rect. 1 19
988 69.86 humidity 70.0 14400 < th dose dependent rect. 11 7