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Os05g0560500

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 : 8.49 (0.049) R2 : 0.449
β1 : -2.18 (0.213) R2dD : 0.225 R2D : 0.0352
β2 : 1.48 (0.106) R2dC : 0.236 R2C : 0.226
β3 : -0.91 (0.194) R2dE : 0.0423 R2E : -0.0204
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -5.68 (0.602) R2dD*E : 0.234 R2D*E : -0.125
γ1 : 0.243 (0.106) R2dN8 : 0.0107 R2N8 : 0.0158
σ : 0.83
deviance : 317.67
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C
peak time of C : 0.867
E
wheather : temperature
threshold : 20.51
memory length : 1736
response mode : > th
dose dependency : dose independent
G
type of G : no
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
317.22 0.837 8.49 -2.16 1.48 -0.914 0.326 -5.69 0.245 0.881 20.51 1736 -- --
366.77 0.892 8.27 -0.996 1.57 -0.554 0.402 -- 0.671 1.08 23.8 1107 -- --
317.67 0.83 8.49 -2.18 1.48 -0.91 -- -5.68 0.243 0.867 20.51 1736 -- --
361.09 0.885 8.3 -1.12 1.26 -0.612 -- -- 0.564 0.365 28.2 76 -- --
452.83 0.991 8.47 -2.21 -- -0.811 -- -5.5 0.257 -- 20.8 1689 -- --
380.38 0.914 8.33 -1.18 1.47 -- 0.326 -- 0.432 0.988 -- -- -- --
380.82 0.914 8.33 -1.19 1.47 -- -- -- 0.431 0.967 -- -- -- --
413.37 0.951 8.24 -0.854 -- -1.03 -- -- 0.739 -- 26.5 31 -- --
386.89 0.916 8.28 -- 1.08 -0.727 -- -- 0.646 24 28.3 75 -- --
514.68 1.06 8.3 -1.14 -- -- -- -- 0.459 -- -- -- -- --
418.22 0.957 8.3 -- 1.45 -- -- -- 0.563 0.931 -- -- -- --
428.04 0.964 8.25 -- -- -1.09 -- -- 0.908 -- 26.3 11 -- --
548.75 1.09 8.28 -- -- -- -- -- 0.585 -- -- -- -- --

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
1 315.11 temperature 20 1440 > th dose independent rect. 18 3
2 315.52 temperature 20 1440 > th dose independent rect. 18 5
4 316.01 temperature 20 720 < th dose independent rect. 6 17
5 316.17 temperature 20 1440 < th dose independent rect. 18 3
6 316.20 temperature 20 1440 < th dose independent rect. 18 5
10 316.97 temperature 25 1440 < th dose dependent rect. 8 16
14 317.14 temperature 20 1440 > th dose independent sin 18 NA
24 317.41 temperature 20 720 < th dose independent rect. 6 15
36 317.73 temperature 20 1440 > th dose independent rect. 5 19
48 317.97 temperature 20 1440 < th dose independent sin 17 NA
51 318.03 temperature 25 1440 < th dose dependent rect. 21 1
54 318.10 temperature 25 1440 < th dose dependent rect. 18 4
67 318.34 temperature 20 1440 > th dose independent rect. 9 16
79 318.56 temperature 20 1440 > th dose independent rect. 9 14
81 318.63 temperature 20 720 < th dose independent sin 22 NA
118 319.06 temperature 20 1440 < th dose independent rect. 9 16
155 319.59 temperature 25 1440 < th dose dependent rect. 10 3
188 319.86 wind 7 4320 > th dose independent rect. 8 1
211 320.11 temperature 25 1440 < th dose dependent sin 19 NA
339 321.25 temperature 25 1440 < th dose dependent rect. 16 20
451 321.94 temperature 20 1440 > th dose independent rect. 16 20
506 322.22 temperature 25 1440 < th dose dependent no NA NA
518 322.26 temperature 15 1440 > th dose dependent rect. 21 1
534 322.34 temperature 20 1440 > th dose independent no NA NA
538 322.34 temperature 25 1440 < th dose dependent rect. 23 23
565 322.52 temperature 20 1440 > th dose independent rect. 11 23
580 322.64 temperature 25 1440 < th dose dependent rect. 19 23
596 322.72 temperature 20 1440 < th dose independent rect. 17 19
597 322.72 temperature 20 1440 < th dose independent rect. 17 21
665 323.05 temperature 25 1440 < th dose dependent rect. 9 5
683 323.15 temperature 20 1440 < th dose independent no NA NA
712 323.33 temperature 20 1440 < th dose independent rect. 11 23
919 324.74 wind 7 4320 > th dose dependent rect. 8 1
933 324.82 temperature 25 1440 < th dose dependent rect. 4 9