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Os02g0274700

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 : 11.2 (0.0203) R2 : 0.113
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.325 (0.0427) R2dN8 : 0.146 R2N8 : 0.113
σ : 0.382
deviance : 66.93
__
_____
C
peak time of C : --
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
52.96 0.342 11.2 0.547 0.281 0.999 0.434 -0.72 0.303 1.19 50.19 841 -- --
53.3 0.34 11.2 0.535 0.265 0.934 0.515 -- 0.304 1.02 50 867 -- --
53.65 0.341 11.2 0.535 0.286 1.01 -- -0.933 0.297 1.71 50.74 863 -- --
53.98 0.342 11.2 0.496 0.276 0.798 -- -- 0.309 1.64 51 841 -- --
58.31 0.356 11.2 0.505 -- 0.801 -- -0.533 0.316 -- 50.76 835 -- --
59.97 0.363 11.2 0.376 0.219 -- 0.297 -- 0.363 1.87 -- -- -- --
60.28 0.364 11.2 0.366 0.222 -- -- -- 0.361 2.28 -- -- -- --
58.45 0.356 11.2 0.498 -- 0.678 -- -- 0.327 -- 51 835 -- --
59.59 0.36 11.2 -- 0.276 0.419 -- -- 0.286 2.14 53.01 990 -- --
63.21 0.371 11.2 0.376 -- -- -- -- 0.367 -- -- -- -- --
63.81 0.374 11.2 -- 0.229 -- -- -- 0.321 2.31 -- -- -- --
64.1 0.373 11.2 -- -- 0.355 -- -- 0.275 -- 54 934 -- --
66.93 0.382 11.2 -- -- -- -- -- 0.325 -- -- -- -- --

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 52.07 wind 1 1440 < th dose dependent rect. 6 1
3 52.62 wind 1 1440 < th dose independent rect. 6 1
4 52.78 wind 7 43200 > th dose dependent rect. 16 1
5 52.82 radiation 10 720 < th dose dependent rect. 14 10
7 52.95 wind 1 1440 > th dose independent rect. 6 1
8 53.02 wind 1 14400 > th dose independent rect. 1 1
9 53.05 wind 1 14400 < th dose independent rect. 24 2
12 53.11 wind 1 14400 < th dose dependent rect. 12 2
18 53.32 humidity 60 1440 < th dose dependent rect. 15 1
20 53.32 radiation 10 720 < th dose dependent rect. 11 13
21 53.42 wind 1 14400 < th dose dependent rect. 1 1
24 53.49 wind 7 43200 > th dose dependent rect. 16 3
30 53.68 radiation 10 720 < th dose independent rect. 14 10
31 53.68 radiation 10 1440 < th dose dependent rect. 11 3
36 53.76 wind 7 43200 > th dose independent rect. 16 2
37 53.77 radiation 10 1440 > th dose independent rect. 11 1
38 53.77 wind 7 43200 < th dose independent rect. 16 2
44 53.83 humidity 60 720 < th dose independent rect. 17 18
57 53.99 humidity 60 720 > th dose independent sin 11 NA
62 54.02 humidity 50 720 > th dose independent rect. 10 14
63 54.02 humidity 60 1440 < th dose dependent rect. 14 22
73 54.11 humidity 50 720 > th dose independent rect. 10 23
75 54.12 humidity 50 1440 > th dose independent rect. 2 15
76 54.12 humidity 50 1440 > th dose independent rect. 24 17
77 54.12 humidity 50 1440 > th dose independent rect. 22 19
78 54.13 humidity 50 1440 > th dose independent rect. 4 13
84 54.14 humidity 50 1440 > th dose independent rect. 9 8
87 54.14 humidity 50 1440 > th dose independent rect. 6 11
93 54.15 humidity 50 1440 > th dose independent rect. 11 6
100 54.17 wind 9 14400 > th dose dependent rect. 17 21
104 54.20 humidity 50 14400 > th dose dependent rect. 4 3
108 54.22 radiation 10 1440 < th dose dependent rect. 11 6
116 54.24 humidity 90 4320 > th dose independent rect. 6 1
136 54.25 humidity 50 1440 > th dose independent sin 23 NA
149 54.25 humidity 50 1440 > th dose independent rect. 6 19
153 54.25 humidity 50 1440 > th dose independent rect. 2 21
160 54.25 humidity 50 1440 > th dose independent rect. 2 23
161 54.25 humidity 50 1440 > th dose independent rect. 4 23
164 54.25 humidity 50 1440 > th dose independent rect. 15 23
169 54.25 humidity 50 1440 < th dose independent rect. 15 23
173 54.26 humidity 50 1440 > th dose independent no NA NA
288 54.30 humidity 60 14400 > th dose independent rect. 9 1
291 54.30 humidity 70 720 < th dose dependent rect. 17 17
300 54.32 humidity 50 1440 < th dose independent rect. 10 7
316 54.32 humidity 50 1440 > th dose independent rect. 13 23
325 54.33 humidity 80 720 < th dose dependent rect. 15 7
328 54.34 temperature 30 43200 > th dose dependent rect. 8 1
346 54.35 humidity 60 1440 > th dose independent rect. 15 20
354 54.36 humidity 50 1440 < th dose independent rect. 13 23
362 54.38 humidity 50 1440 < th dose independent no NA NA
363 54.38 wind 1 14400 < th dose independent rect. 12 1
364 54.38 wind 7 4320 < th dose independent rect. 15 1
365 54.38 radiation 10 1440 < th dose independent rect. 12 5
505 54.39 humidity 50 1440 < th dose independent sin 20 NA
529 54.40 wind 7 4320 > th dose independent rect. 15 1
532 54.41 humidity 60 720 < th dose independent sin 11 NA
554 54.43 wind 3 4320 > th dose independent rect. 8 1
567 54.44 radiation 1 1440 < th dose independent rect. 9 3
572 54.44 humidity 80 720 < th dose dependent rect. 15 16
580 54.45 wind 1 43200 < th dose dependent rect. 9 5
600 54.48 wind 1 14400 > th dose independent rect. 12 1
612 54.48 wind 9 14400 > th dose dependent sin 17 NA
627 54.49 humidity 60 720 < th dose dependent sin 10 NA
632 54.50 humidity 60 14400 > th dose independent rect. 20 14
640 54.52 wind 9 14400 < th dose independent rect. 13 8
646 54.52 radiation 1 720 > th dose dependent rect. 16 14
678 54.55 humidity 60 1440 < th dose independent rect. 15 1
684 54.55 temperature 20 270 > th dose dependent rect. 4 9
691 54.56 wind 7 14400 < th dose independent rect. 22 3
693 54.56 wind 9 14400 < th dose independent rect. 13 13
695 54.56 wind 9 14400 < th dose independent rect. 13 15
696 54.56 wind 9 14400 < th dose independent rect. 13 17
699 54.56 humidity 50 14400 > th dose dependent rect. 2 6
719 54.57 humidity 50 1440 > th dose independent rect. 15 1
720 54.57 wind 7 14400 > th dose independent rect. 22 3
724 54.57 wind 9 14400 > th dose independent rect. 17 21
731 54.58 wind 9 14400 < th dose independent sin 17 NA
735 54.58 humidity 60 14400 > th dose independent rect. 6 4
758 54.58 wind 9 14400 < th dose independent rect. 13 22
774 54.59 humidity 60 14400 > th dose independent rect. 24 10
785 54.59 wind 9 14400 < th dose independent rect. 17 21
796 54.60 wind 9 14400 > th dose independent sin 16 NA
807 54.60 radiation 10 720 < th dose dependent sin 18 NA
825 54.61 wind 9 14400 > th dose dependent rect. 13 22
826 54.62 humidity 60 14400 < th dose independent rect. 9 1
831 54.62 wind 1 43200 < th dose independent rect. 9 5
845 54.63 wind 9 14400 > th dose dependent rect. 13 12
860 54.65 wind 9 14400 > th dose independent rect. 13 12
864 54.65 wind 7 14400 > th dose dependent sin 20 NA
882 54.66 humidity 90 14400 < th dose dependent rect. 6 1
889 54.67 wind 9 14400 > th dose independent rect. 13 8
890 54.67 wind 9 14400 > th dose independent rect. 13 10
909 54.68 humidity 60 1440 < th dose dependent sin 19 NA
918 54.68 wind 7 14400 > th dose dependent rect. 5 16
923 54.69 wind 5 4320 < th dose independent rect. 17 2
925 54.69 wind 7 14400 > th dose independent rect. 11 8
938 54.69 humidity 60 1440 < th dose dependent rect. 9 9
945 54.69 humidity 50 720 > th dose dependent rect. 12 12
957 54.69 wind 9 14400 > th dose dependent rect. 9 19
971 54.70 humidity 60 1440 < th dose dependent no NA NA
979 54.70 humidity 50 720 > th dose dependent rect. 12 10