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Os07g0447800

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

Description : Phosphoglucomutase/phosphomannomutase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.0122) R2 : 0.741
β1 : -0.96 (0.0445) R2dD : 0.274 R2D : 0.277
β2 : 0.835 (0.0294) R2dC : 0.459 R2C : 0.475
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0631 (0.026) R2dN8 : 0.00449 R2N8 : -0.00669
σ : 0.229
deviance : 23.84
__
_____
C
peak time of C : 13.9
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 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
15.9 0.187 11.9 -0.719 0.651 0.592 -1.25 2.37 -0.0554 13.6 10.06 31 -- --
18.57 0.202 11.9 -1.05 0.647 0.515 -0.689 -- -0.147 13.7 19.99 72 -- --
16.96 0.192 11.8 -0.661 0.887 0.271 -- 1.76 -0.0365 13.6 18.91 902 -- --
20.41 0.212 11.9 -1.06 0.661 0.484 -- -- -0.146 13.7 19.16 107 -- --
37.86 0.288 11.9 -1.16 -- 1.11 -- 0.342 -0.248 -- 18.91 902 -- --
22.52 0.222 11.9 -0.942 0.835 -- -0.584 -- -0.0599 13.8 -- -- -- --
23.84 0.229 11.9 -0.96 0.835 -- -- -- -0.0631 13.9 -- -- -- --
37.84 0.288 11.9 -1.2 -- 1.08 -- -- -0.254 -- 21.03 27 -- --
47.87 0.324 11.9 -- 0.806 0.126 -- -- 0.026 13.9 21.8 59 -- --
66.07 0.38 11.9 -0.994 -- -- -- -- -0.0823 -- -- -- -- --
48.14 0.325 11.9 -- 0.853 -- -- -- 0.0438 13.9 -- -- -- --
74.04 0.402 11.9 -- -- 0.841 -- -- -0.0526 -- 24 20 -- --
92.16 0.448 11.9 -- -- -- -- -- 0.0281 -- -- -- -- --

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 15.42 temperature 30 270 < th dose dependent rect. 9 22
6 15.69 temperature 15 270 > th dose dependent rect. 16 23
9 15.73 temperature 20 90 > th dose dependent rect. 19 23
12 15.81 temperature 30 270 < th dose dependent rect. 24 23
17 15.90 temperature 10 30 > th dose dependent no NA NA
26 15.97 temperature 30 10 < th dose dependent rect. 1 23
33 16.01 temperature 20 30 > th dose dependent rect. 21 23
35 16.02 temperature 30 90 < th dose dependent no NA NA
38 16.03 temperature 20 30 > th dose dependent rect. 13 23
40 16.04 temperature 20 10 > th dose dependent rect. 8 23
41 16.04 temperature 20 30 > th dose dependent rect. 11 23
44 16.06 temperature 30 90 < th dose dependent rect. 19 23
49 16.08 temperature 30 30 < th dose dependent rect. 3 23
52 16.09 temperature 30 90 < th dose dependent rect. 17 23
53 16.10 temperature 20 1440 > th dose dependent rect. 20 1
55 16.10 temperature 20 90 > th dose dependent rect. 7 23
58 16.11 temperature 20 30 > th dose dependent rect. 5 23
74 16.15 temperature 20 30 > th dose dependent rect. 15 23
90 16.18 temperature 30 30 < th dose dependent rect. 15 23
93 16.19 temperature 20 30 > th dose dependent rect. 23 23
95 16.21 temperature 20 720 > th dose dependent rect. 19 19
103 16.22 temperature 30 30 < th dose dependent rect. 9 23
128 16.28 temperature 30 30 < th dose dependent rect. 21 23
130 16.29 temperature 20 30 > th dose dependent rect. 1 23
172 16.36 temperature 25 720 < th dose dependent rect. 4 19
176 16.36 temperature 20 10 > th dose dependent rect. 17 23
177 16.36 temperature 30 30 < th dose dependent rect. 7 23
215 16.43 temperature 20 720 > th dose dependent sin 6 NA
220 16.43 temperature 20 720 > th dose dependent rect. 13 21
283 16.51 temperature 20 1440 > th dose dependent sin 11 NA
299 16.52 temperature 10 720 > th dose dependent rect. 11 23
330 16.56 temperature 10 1440 > th dose dependent rect. 20 1
387 16.60 temperature 30 1440 < th dose dependent rect. 20 1
403 16.61 temperature 25 1440 < th dose dependent rect. 18 4
429 16.63 temperature 30 1440 < th dose dependent rect. 17 7
553 16.72 temperature 10 1440 > th dose dependent rect. 18 6
575 16.73 temperature 10 1440 > th dose dependent rect. 17 9
644 16.76 temperature 20 720 > th dose dependent rect. 9 23
887 16.89 temperature 30 1440 < th dose dependent sin 14 NA
935 16.91 temperature 25 720 < th dose independent rect. 1 21