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Os04g0607100

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

Description : Protein of unknown function DUF266, plant family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.11 (0.0181) R2 : 0.256
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.549 (0.0455) R2dC : 0.239 R2C : 0.233
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.125 (0.038) R2dN8 : 0.0228 R2N8 : 0.0174
σ : 0.341
deviance : 53.09
__
_____
C
peak time of C : 8.55
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 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
33.55 0.272 8.12 -0.691 0.338 0.516 -1.46 1.05 0.0793 7.99 66.86 884 -- --
34.66 0.274 8.12 -0.609 0.357 0.57 -1.09 -- 0.0816 7.57 60.75 924 -- --
37.12 0.284 8.12 -0.73 0.557 0.383 -- 0.795 0.0666 8.36 60.06 1453 -- --
37.89 0.287 8.12 -0.632 0.509 0.487 -- -- 0.0838 7.7 59.73 1171 -- --
40.82 0.298 8.13 -0.673 -- 0.828 -- 0.179 0.123 -- 68.92 739 -- --
39.46 0.295 8.12 -0.614 0.551 -- -0.94 -- 0.0528 8.36 -- -- -- --
42.22 0.304 8.12 -0.642 0.552 -- -- -- 0.0535 8.46 -- -- -- --
40.52 0.296 8.13 -0.637 -- 0.814 -- -- 0.117 -- 68 724 -- --
47.86 0.322 8.11 -- 0.49 0.555 -- -- 0.14 7.68 36.41 1148 -- --
59.23 0.36 8.14 -0.64 -- -- -- -- 0.0589 -- -- -- -- --
53.09 0.341 8.11 -- 0.549 -- -- -- 0.125 8.55 -- -- -- --
51.1 0.333 8.11 -- -- 0.811 -- -- 0.189 -- 66 735 -- --
70.03 0.391 8.12 -- -- -- -- -- 0.13 -- -- -- -- --

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 32.99 precipitation 0.1 90 < th dose independent rect. 7 23
2 32.99 precipitation 0.1 90 < th dose dependent rect. 7 23
3 33.18 humidity 80.0 14400 > th dose dependent rect. 13 7
4 33.21 humidity 70.0 14400 > th dose dependent rect. 14 2
38 33.37 humidity 80.0 14400 > th dose independent rect. 14 3
39 33.37 humidity 80.0 14400 > th dose independent rect. 13 5
40 33.37 humidity 80.0 14400 > th dose independent rect. 10 12
45 33.38 humidity 90.0 14400 < th dose dependent rect. 15 1
55 33.40 humidity 80.0 14400 < th dose independent rect. 14 2
90 33.46 humidity 70.0 1440 > th dose independent rect. 9 6
98 33.48 humidity 70.0 1440 > th dose independent rect. 10 4
101 33.48 humidity 80.0 14400 < th dose independent rect. 10 12
122 33.50 humidity 80.0 14400 < th dose independent rect. 13 5
148 33.52 humidity 80.0 14400 > th dose independent sin 20 NA
161 33.52 humidity 80.0 14400 > th dose dependent sin 20 NA
309 33.62 humidity 70.0 1440 > th dose independent sin 3 NA
348 33.64 precipitation 0.1 14400 < th dose independent rect. 10 6
356 33.64 precipitation 0.1 14400 < th dose dependent rect. 10 6
370 33.64 humidity 70.0 720 > th dose dependent rect. 4 19
371 33.65 humidity 80.0 14400 < th dose independent sin 20 NA
431 33.68 humidity 90.0 4320 > th dose dependent rect. 6 5
441 33.69 precipitation 0.1 14400 > th dose independent rect. 10 6
487 33.70 humidity 90.0 4320 > th dose dependent rect. 6 8
591 33.75 humidity 70.0 1440 < th dose independent rect. 9 6
729 33.80 humidity 70.0 1440 < th dose independent rect. 10 4
750 33.81 precipitation 0.1 4320 > th dose independent rect. 5 11
757 33.81 radiation 1.0 720 < th dose dependent rect. 9 8
790 33.82 humidity 80.0 720 > th dose independent rect. 5 17
908 33.86 precipitation 0.1 4320 < th dose independent rect. 5 11
920 33.86 precipitation 0.1 14400 > th dose dependent rect. 8 8
925 33.86 precipitation 0.1 4320 < th dose dependent rect. 5 11
980 33.88 humidity 70.0 1440 < th dose independent sin 3 NA
984 33.88 humidity 90.0 14400 < th dose dependent sin 19 NA