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Os03g0707200

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

Description : Protein of unknown function DUF6, transmembrane domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13 (0.0197) R2 : 0.799
β1 : -0.866 (0.072) R2dD : 0.0662 R2D : 0.047
β2 : 2.07 (0.0507) R2dC : 0.737 R2C : 0.716
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.306 (0.042) R2dN8 : 0.0315 R2N8 : -0.000399
σ : 0.37
deviance : 62.31
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_____
C
peak time of C : 7.31
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
50.27 0.333 12.9 -0.354 1.86 -0.826 0.905 2.09 -0.169 7.13 25.3 861 -- --
51.34 0.334 12.9 -0.706 1.97 -0.595 0.953 -- -0.213 7.28 24.68 1918 -- --
52.26 0.337 12.9 -0.439 1.89 -0.76 -- 1.41 -0.188 7.09 25.2 871 -- --
52.71 0.338 12.9 -0.699 1.98 -0.568 -- -- -0.252 7.26 25.31 1989 -- --
154.33 0.579 12.9 0.0194 -- -2.38 -- 3.14 0.0463 -- 24.63 567 -- --
60.42 0.364 13 -0.884 2.06 -- 0.836 -- -0.304 7.31 -- -- -- --
62.31 0.37 13 -0.866 2.07 -- -- -- -0.306 7.31 -- -- -- --
159.81 0.589 13 -0.436 -- -2.12 -- -- -0.08 -- 24.5 556 -- --
55.42 0.347 12.9 -- 2.1 -0.759 -- -- 0.0157 7.14 19 24412 -- --
288.82 0.794 13 -0.83 -- -- -- -- -0.271 -- -- -- -- --
82.06 0.424 12.9 -- 2.06 -- -- -- -0.21 7.34 -- -- -- --
164.62 0.598 12.9 -- -- -2.19 -- -- -0.0253 -- 24.47 563 -- --
307 0.818 13 -- -- -- -- -- -0.179 -- -- -- -- --

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 48.06 radiation 20.0 720 < th dose dependent rect. 16 15
4 48.79 humidity 70.0 720 > th dose independent rect. 19 10
5 48.82 radiation 1.0 720 < th dose independent rect. 17 13
6 48.99 temperature 25.0 270 > th dose independent rect. 14 10
8 49.09 temperature 25.0 720 > th dose dependent rect. 14 20
10 49.15 temperature 10.0 270 > th dose dependent rect. 13 21
12 49.20 temperature 30.0 720 < th dose independent rect. 17 5
17 49.30 temperature 25.0 270 > th dose independent rect. 13 20
18 49.37 temperature 20.0 270 > th dose dependent rect. 14 11
19 49.42 temperature 30.0 1440 > th dose independent rect. 13 1
38 49.75 temperature 20.0 30 > th dose dependent rect. 16 12
39 49.76 temperature 10.0 270 > th dose dependent rect. 13 12
41 49.79 temperature 30.0 1440 < th dose independent rect. 13 1
42 49.79 radiation 1.0 1440 < th dose dependent rect. 18 7
45 49.82 radiation 1.0 1440 < th dose dependent rect. 18 1
51 49.86 radiation 1.0 1440 < th dose dependent rect. 18 4
63 49.97 radiation 10.0 720 > th dose independent rect. 15 17
66 49.99 radiation 1.0 720 < th dose independent rect. 17 5
67 49.99 temperature 25.0 90 > th dose dependent sin 11 NA
69 50.00 radiation 1.0 270 > th dose dependent sin 12 NA
76 50.07 temperature 25.0 720 > th dose dependent rect. 16 1
90 50.13 radiation 1.0 720 > th dose dependent rect. 15 17
92 50.14 radiation 20.0 720 < th dose dependent sin 12 NA
96 50.16 temperature 30.0 720 < th dose independent rect. 17 12
97 50.16 temperature 30.0 720 < th dose independent rect. 17 14
112 50.27 radiation 40.0 270 < th dose dependent sin 12 NA
121 50.33 temperature 10.0 720 > th dose dependent rect. 13 6
131 50.39 temperature 25.0 30 > th dose independent rect. 16 9
149 50.47 radiation 1.0 720 > th dose independent sin 13 NA
153 50.48 wind 1.0 720 > th dose independent rect. 4 1
160 50.51 radiation 1.0 1440 < th dose independent rect. 18 1
161 50.51 radiation 1.0 1440 < th dose independent rect. 18 7
165 50.52 temperature 20.0 1440 > th dose dependent rect. 7 2
167 50.53 radiation 10.0 43200 > th dose independent rect. 9 1
170 50.54 radiation 1.0 1440 > th dose independent rect. 18 1
185 50.55 temperature 25.0 720 > th dose dependent rect. 6 18
203 50.57 temperature 25.0 720 > th dose dependent rect. 20 23
216 50.60 precipitation 0.1 43200 > th dose dependent rect. 5 13
234 50.62 temperature 25.0 720 > th dose dependent no NA NA
252 50.66 temperature 25.0 270 > th dose dependent sin 13 NA
274 50.71 precipitation 0.1 43200 > th dose dependent rect. 4 17
306 50.80 temperature 25.0 720 > th dose dependent sin 19 NA
332 50.85 wind 1.0 43200 < th dose dependent rect. 24 4
333 50.85 temperature 10.0 720 > th dose dependent rect. 6 13
370 50.88 wind 1.0 43200 < th dose dependent rect. 24 12
429 50.96 humidity 70.0 720 > th dose independent rect. 18 4
472 51.00 temperature 10.0 720 > th dose dependent rect. 6 19
505 51.05 radiation 1.0 720 < th dose independent sin 12 NA
535 51.06 radiation 40.0 1440 > th dose dependent rect. 12 22
547 51.08 temperature 30.0 1440 < th dose independent rect. 5 9
548 51.08 temperature 30.0 1440 < th dose independent rect. 20 18
554 51.09 temperature 30.0 1440 < th dose independent rect. 22 16
559 51.10 temperature 30.0 1440 < th dose independent rect. 24 14
562 51.10 temperature 10.0 1440 > th dose dependent rect. 8 1
570 51.11 radiation 20.0 270 < th dose independent sin 12 NA
571 51.11 temperature 30.0 1440 < th dose independent rect. 7 7
620 51.17 radiation 10.0 720 > th dose independent rect. 16 1
631 51.17 precipitation 0.1 43200 > th dose dependent rect. 23 22
632 51.18 temperature 25.0 14400 > th dose independent rect. 4 4
636 51.18 temperature 30.0 720 < th dose dependent rect. 8 14
645 51.19 temperature 30.0 1440 < th dose dependent rect. 8 1
663 51.21 humidity 70.0 720 > th dose independent rect. 19 2
675 51.22 humidity 50.0 720 > th dose independent rect. 17 14
682 51.22 precipitation 0.1 43200 > th dose dependent rect. 17 17
684 51.23 temperature 25.0 14400 > th dose dependent rect. 5 1
706 51.25 temperature 25.0 720 > th dose dependent rect. 11 13
744 51.29 wind 1.0 43200 < th dose dependent rect. 21 14
745 51.29 temperature 25.0 1440 > th dose dependent rect. 19 17
755 51.30 precipitation 0.1 43200 > th dose dependent rect. 17 14
760 51.31 precipitation 0.1 43200 > th dose dependent rect. 13 5
786 51.32 radiation 1.0 1440 > th dose dependent rect. 17 13
791 51.33 atmosphere 1000.0 43200 < th dose independent rect. 13 1
799 51.34 temperature 25.0 14400 < th dose independent rect. 7 1
800 51.34 atmosphere 1000.0 43200 < th dose independent rect. 4 2
801 51.34 temperature 25.0 14400 < th dose independent rect. 4 4
813 51.35 atmosphere 1000.0 43200 > th dose independent rect. 13 1
815 51.35 temperature 25.0 14400 > th dose independent rect. 1 12
817 51.35 radiation 30.0 720 < th dose dependent rect. 1 6
830 51.36 temperature 25.0 14400 > th dose independent rect. 2 10
844 51.37 temperature 25.0 1440 > th dose dependent sin 5 NA
855 51.38 atmosphere 1000.0 43200 > th dose independent rect. 4 2
871 51.39 temperature 25.0 270 < th dose independent rect. 9 15
874 51.39 radiation 1.0 1440 > th dose dependent rect. 17 2
908 51.40 radiation 40.0 1440 < th dose independent rect. 20 14
928 51.41 radiation 40.0 1440 < th dose independent rect. 22 12
952 51.42 temperature 25.0 14400 > th dose independent rect. 7 1
954 51.42 radiation 40.0 1440 < th dose independent rect. 5 5
966 51.42 wind 1.0 43200 < th dose dependent rect. 19 15
972 51.43 temperature 25.0 14400 > th dose independent sin 6 NA
976 51.43 radiation 40.0 1440 < th dose independent rect. 24 10
997 51.44 wind 1.0 1440 > th dose independent rect. 23 10
998 51.44 temperature 25.0 14400 < th dose independent rect. 2 10