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Os03g0684500

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 : 8.19 (0.0201) R2 : 0.577
β1 : 1.43 (0.0734) R2dD : 0.363 R2D : 0.338
β2 : 0.721 (0.0476) R2dC : 0.214 R2C : 0.22
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.194 (0.0428) R2dN8 : 0.0257 R2N8 : -0.011
σ : 0.377
deviance : 64.8
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_____
C
peak time of C : 0.465
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 = temperature, 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
54.55 0.347 8.14 1.9 0.735 0.675 -0.493 -0.355 0.384 0.34 19.4 4145 -- --
54.56 0.344 8.16 1.85 0.727 0.769 -0.454 -- 0.385 0.371 18.9 4191 -- --
55.51 0.347 8.14 1.91 0.742 0.664 -- -0.358 0.38 0.529 19.4 4200 -- --
55.45 0.347 8.15 1.89 0.735 0.793 -- -- 0.373 0.577 19 4202 -- --
88.18 0.44 8.15 1.64 -- 0.446 -- -0.482 0.291 -- 19.4 4200 -- --
63.82 0.375 8.2 1.41 0.717 -- -0.503 -- 0.193 0.225 -- -- -- --
64.8 0.377 8.19 1.43 0.721 -- -- -- 0.194 0.465 -- -- -- --
88.68 0.439 8.14 1.9 -- 0.766 -- -- 0.374 -- 18.9 4442 -- --
102.71 0.472 8.26 -- 0.758 -0.573 -- -- 0.0521 1.2 12 13445 -- --
97.43 0.461 8.18 1.45 -- -- -- -- 0.206 -- -- -- -- --
118.35 0.509 8.23 -- 0.742 -- -- -- 0.0356 0.562 -- -- -- --
118.83 0.508 8.28 -- -- -0.855 -- -- -0.248 -- 21.72 47520 -- --
152.89 0.577 8.22 -- -- -- -- -- 0.0454 -- -- -- -- --

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 51.31 temperature 10 720 > th dose dependent rect. 22 10
3 51.46 temperature 10 720 > th dose dependent rect. 20 14
17 52.20 wind 9 14400 < th dose independent rect. 6 4
23 52.30 temperature 10 720 > th dose dependent sin 8 NA
25 52.38 temperature 20 720 > th dose independent rect. 4 6
35 52.60 temperature 10 720 > th dose dependent rect. 5 3
42 52.72 temperature 10 720 > th dose dependent rect. 4 5
47 52.78 temperature 20 270 > th dose independent rect. 3 15
64 52.93 temperature 20 720 > th dose independent sin 4 NA
79 53.05 temperature 10 270 > th dose dependent rect. 3 14
90 53.18 wind 1 14400 > th dose independent rect. 24 1
94 53.24 wind 1 14400 > th dose independent rect. 23 3
96 53.25 radiation 20 14400 < th dose independent rect. 24 6
105 53.32 radiation 30 14400 < th dose dependent rect. 24 5
122 53.41 radiation 10 4320 < th dose dependent rect. 24 5
130 53.47 atmosphere 1015 14400 < th dose independent rect. 17 3
134 53.49 radiation 1 720 < th dose dependent sin 9 NA
146 53.53 atmosphere 1015 14400 > th dose dependent rect. 10 12
149 53.54 atmosphere 1015 14400 > th dose independent rect. 14 7
150 53.54 atmosphere 1015 14400 > th dose independent rect. 11 10
151 53.54 radiation 1 720 < th dose dependent rect. 21 10
155 53.55 atmosphere 1015 14400 > th dose independent rect. 16 5
159 53.55 atmosphere 1015 14400 < th dose independent rect. 13 9
162 53.55 atmosphere 1015 14400 > th dose dependent sin 19 NA
173 53.56 atmosphere 1015 14400 < th dose independent rect. 11 10
176 53.56 atmosphere 1015 14400 > th dose dependent rect. 9 9
191 53.57 atmosphere 1015 14400 > th dose dependent rect. 10 4
204 53.58 atmosphere 1015 14400 > th dose independent rect. 11 4
231 53.59 atmosphere 1015 14400 > th dose dependent rect. 11 1
238 53.60 atmosphere 1015 14400 < th dose independent rect. 11 5
258 53.61 atmosphere 1015 14400 > th dose dependent rect. 18 4
272 53.62 temperature 20 720 > th dose independent rect. 21 11
284 53.63 wind 1 720 > th dose independent rect. 3 17
317 53.66 atmosphere 1015 14400 > th dose independent rect. 14 1
324 53.66 atmosphere 1015 14400 > th dose dependent rect. 13 2
356 53.68 atmosphere 1015 14400 > th dose dependent rect. 20 1
364 53.69 wind 1 14400 < th dose independent rect. 23 3
502 53.80 temperature 20 1440 < th dose independent rect. 5 3
513 53.81 atmosphere 1015 14400 > th dose independent sin 20 NA
540 53.83 atmosphere 1015 14400 < th dose independent sin 20 NA
565 53.84 atmosphere 1015 43200 > th dose dependent rect. 3 16
657 53.90 temperature 20 1440 < th dose independent rect. 3 5
752 53.95 atmosphere 1015 14400 > th dose dependent rect. 23 1
793 53.97 atmosphere 1015 43200 > th dose dependent no NA NA
808 53.97 atmosphere 1015 43200 > th dose dependent rect. 14 23
823 53.98 atmosphere 1015 43200 > th dose dependent rect. 16 21
928 54.02 temperature 10 43200 > th dose independent rect. 15 5