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Os03g0152000

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

Description : Heavy metal transport/detoxification protein domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.14 (0.0357) R2 : 0.499
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.71 (0.0898) R2dC : 0.4 R2C : 0.357
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.753 (0.0752) R2dN8 : 0.142 R2N8 : 0.0992
σ : 0.674
deviance : 207.66
__
_____
C
peak time of C : 15.3
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 = atmosphere, 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
171.19 0.615 7.11 0.858 1.75 -0.528 -1.02 1.74 0.856 15.4 1010 23 -- --
181.31 0.627 7.11 0.815 1.72 -0.565 -1.23 -- 0.86 15.3 1010 22 -- --
174.36 0.615 7.11 0.848 1.75 -0.525 -- 1.82 0.857 15.5 1010 22 -- --
184.86 0.633 7.13 0.696 1.74 -0.559 -- -- 0.79 15.5 1010 24 -- --
343.91 0.864 7.11 0.818 -- -0.558 -- 1.75 0.86 -- 1010 35 -- --
191.3 0.648 7.12 0.703 1.73 -- -1.16 -- 0.835 15.2 -- -- -- --
195.47 0.655 7.12 0.68 1.73 -- -- -- 0.829 15.3 -- -- -- --
336.21 0.854 7.07 0.795 -- -0.882 -- -- 1.01 -- 1010 2226 -- --
198.09 0.656 7.15 -- 1.73 -0.53 -- -- 0.725 15.6 1010 24 -- --
363.63 0.891 7.12 0.607 -- -- -- -- 0.783 -- -- -- -- --
207.66 0.674 7.14 -- 1.71 -- -- -- 0.753 15.3 -- -- -- --
351.85 0.874 7.14 -- -- -0.798 -- -- 0.727 -- 1010 2089 -- --
373.35 0.902 7.14 -- -- -- -- -- 0.716 -- -- -- -- --

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
1 158.44 temperature 15.0 720 > th dose independent rect. 1 4
2 158.91 temperature 15.0 720 > th dose independent rect. 1 10
3 159.38 temperature 15.0 720 > th dose independent rect. 23 14
6 160.07 temperature 15.0 720 > th dose independent rect. 1 12
8 160.50 atmosphere 1015.0 720 < th dose independent rect. 1 10
9 160.90 atmosphere 1015.0 720 < th dose independent rect. 23 14
10 161.17 atmosphere 1015.0 720 < th dose independent rect. 1 4
11 161.23 atmosphere 1015.0 720 < th dose independent rect. 23 6
12 161.46 temperature 15.0 720 > th dose independent rect. 17 20
13 161.49 temperature 15.0 720 > th dose independent rect. 23 6
18 161.95 temperature 30.0 720 < th dose dependent rect. 4 9
23 162.09 temperature 10.0 720 > th dose dependent rect. 8 5
24 162.13 temperature 20.0 720 < th dose independent rect. 5 1
27 162.62 atmosphere 1010.0 90 < th dose independent rect. 8 14
28 162.67 temperature 30.0 720 < th dose dependent rect. 5 2
31 162.74 wind 7.0 10 < th dose independent rect. 19 11
32 162.75 temperature 30.0 720 < th dose dependent sin 4 NA
40 163.23 temperature 30.0 720 < th dose dependent rect. 21 18
41 163.24 temperature 20.0 720 < th dose independent rect. 4 3
64 163.68 humidity 70.0 720 > th dose independent rect. 16 8
68 163.76 temperature 10.0 270 > th dose dependent rect. 7 14
75 164.02 temperature 30.0 720 < th dose dependent rect. 5 4
78 164.06 wind 5.0 720 < th dose independent rect. 5 3
91 164.25 temperature 20.0 720 < th dose independent rect. 3 6
92 164.26 temperature 20.0 720 < th dose independent rect. 2 8
118 164.63 temperature 20.0 720 < th dose dependent rect. 2 3
119 164.66 temperature 10.0 720 > th dose dependent rect. 1 18
136 164.80 temperature 20.0 720 < th dose independent sin 7 NA
147 164.89 atmosphere 1015.0 720 < th dose independent rect. 1 12
150 164.93 temperature 30.0 720 < th dose independent rect. 17 8
153 164.94 wind 7.0 90 < th dose independent rect. 18 11
170 165.10 temperature 20.0 720 < th dose dependent rect. 23 7
176 165.13 wind 9.0 1440 < th dose independent rect. 23 11
182 165.18 temperature 15.0 720 > th dose independent rect. 1 18
193 165.30 atmosphere 1010.0 720 < th dose independent rect. 17 12
207 165.39 precipitation 0.1 720 < th dose independent rect. 23 15
209 165.39 precipitation 0.1 720 < th dose dependent rect. 23 15
221 165.48 precipitation 0.1 720 < th dose independent rect. 17 20
222 165.48 precipitation 0.1 720 < th dose dependent rect. 17 20
240 165.64 humidity 70.0 720 > th dose independent rect. 19 6
241 165.64 precipitation 0.1 10 < th dose independent rect. 19 11
245 165.64 precipitation 0.1 10 < th dose dependent rect. 19 11
251 165.69 temperature 30.0 270 < th dose dependent rect. 8 8
266 165.77 humidity 70.0 720 > th dose independent rect. 19 13
268 165.78 temperature 30.0 10 < th dose dependent rect. 6 12
273 165.81 wind 9.0 720 < th dose independent rect. 17 20
276 165.85 wind 9.0 720 < th dose independent rect. 8 21
280 165.88 humidity 80.0 720 > th dose independent rect. 21 2
287 165.92 atmosphere 1010.0 720 > th dose independent rect. 3 3
306 166.02 atmosphere 1010.0 720 > th dose independent rect. 22 10
307 166.02 wind 7.0 270 < th dose independent rect. 16 12
313 166.08 atmosphere 1010.0 720 > th dose independent rect. 4 1
331 166.15 atmosphere 1010.0 720 > th dose independent rect. 1 6
335 166.16 precipitation 0.1 720 < th dose independent rect. 1 10
336 166.16 precipitation 0.1 720 < th dose dependent rect. 1 10
357 166.24 radiation 40.0 10 < th dose dependent rect. 19 11
374 166.31 precipitation 0.1 720 < th dose independent rect. 17 18
376 166.31 precipitation 0.1 720 < th dose dependent rect. 17 18
381 166.36 wind 9.0 720 < th dose independent rect. 17 18
387 166.38 humidity 50.0 720 > th dose dependent rect. 16 8
391 166.39 atmosphere 1015.0 720 < th dose independent rect. 17 20
392 166.39 temperature 10.0 720 > th dose dependent sin 2 NA
416 166.52 temperature 25.0 720 > th dose independent rect. 9 2
417 166.52 precipitation 0.1 720 < th dose independent rect. 1 4
418 166.52 precipitation 0.1 720 < th dose dependent rect. 1 4
419 166.53 wind 9.0 720 < th dose independent rect. 23 15
435 166.61 temperature 10.0 10 > th dose independent rect. 19 11
436 166.61 temperature 30.0 10 < th dose independent rect. 19 11
437 166.61 humidity 50.0 10 > th dose independent rect. 19 11
439 166.61 atmosphere 995.0 10 > th dose independent rect. 19 11
440 166.61 radiation 20.0 10 < th dose independent rect. 19 11
443 166.61 temperature 10.0 10 > th dose independent rect. 6 13
445 166.61 atmosphere 1015.0 10 < th dose independent rect. 6 13
485 166.75 wind 9.0 10 < th dose dependent rect. 19 11
497 166.81 precipitation 0.1 720 < th dose independent rect. 8 21
498 166.81 precipitation 0.1 720 < th dose dependent rect. 8 21
501 166.84 wind 9.0 720 < th dose independent rect. 9 19
514 166.90 atmosphere 1010.0 30 < th dose independent rect. 2 13
518 166.91 atmosphere 1015.0 720 < th dose independent rect. 1 18
521 166.93 precipitation 0.1 720 < th dose independent rect. 23 6
523 166.93 precipitation 0.1 720 < th dose dependent rect. 23 6
527 166.94 atmosphere 1010.0 90 < th dose independent rect. 7 22
549 167.05 precipitation 0.1 10 < th dose independent rect. 6 13
553 167.05 precipitation 0.1 10 < th dose dependent rect. 6 13
579 167.21 radiation 1.0 90 < th dose independent rect. 18 13
581 167.22 precipitation 0.1 720 < th dose independent rect. 1 12
583 167.22 precipitation 0.1 720 < th dose dependent rect. 1 12
597 167.28 temperature 15.0 720 > th dose independent rect. 7 6
604 167.31 temperature 30.0 720 < th dose independent rect. 17 15
605 167.31 temperature 30.0 270 < th dose dependent sin 1 NA
611 167.33 temperature 15.0 720 > th dose dependent rect. 9 2
641 167.44 atmosphere 1015.0 720 < th dose independent rect. 8 20
660 167.53 atmosphere 995.0 720 > th dose independent rect. 1 10
661 167.53 temperature 10.0 720 > th dose independent rect. 11 14
671 167.56 temperature 15.0 720 > th dose independent rect. 4 23
676 167.59 atmosphere 1010.0 720 > th dose independent sin 8 NA
679 167.59 atmosphere 1015.0 720 < th dose independent rect. 17 18
699 167.66 precipitation 0.1 720 < th dose independent rect. 9 19
701 167.66 precipitation 0.1 720 < th dose dependent rect. 9 19
704 167.68 temperature 15.0 720 > th dose independent rect. 16 13
707 167.69 radiation 1.0 90 < th dose dependent rect. 18 13
708 167.70 radiation 1.0 720 < th dose independent rect. 1 4
723 167.76 radiation 10.0 720 < th dose dependent rect. 1 4
729 167.80 temperature 10.0 720 > th dose independent rect. 13 10
731 167.80 atmosphere 995.0 720 > th dose independent rect. 23 14
739 167.81 radiation 1.0 90 < th dose dependent rect. 18 16
741 167.82 atmosphere 1010.0 10 < th dose independent rect. 19 20
768 167.89 temperature 30.0 720 < th dose independent rect. 1 4
769 167.89 humidity 50.0 720 > th dose independent rect. 1 4
772 167.89 atmosphere 995.0 720 > th dose independent rect. 1 4
777 167.89 temperature 10.0 720 > th dose independent rect. 5 20
778 167.89 wind 9.0 720 < th dose dependent rect. 5 3
787 167.93 wind 9.0 720 < th dose independent rect. 1 4
791 167.94 humidity 50.0 720 > th dose dependent rect. 19 5
799 167.97 wind 9.0 720 < th dose independent rect. 16 5
801 167.97 radiation 1.0 90 < th dose independent rect. 18 16
803 167.98 atmosphere 1015.0 720 < th dose dependent rect. 17 2
804 167.99 wind 9.0 720 < th dose independent rect. 17 3
812 168.01 temperature 10.0 720 > th dose independent rect. 13 4
813 168.01 atmosphere 1015.0 720 < th dose independent rect. 13 4
820 168.02 atmosphere 1010.0 30 < th dose independent sin 20 NA
824 168.04 radiation 10.0 720 < th dose independent rect. 23 7
838 168.07 wind 9.0 720 < th dose independent rect. 9 10
848 168.08 temperature 10.0 10 > th dose dependent rect. 9 13
850 168.09 atmosphere 1010.0 270 > th dose independent rect. 5 7
866 168.12 wind 9.0 720 < th dose independent rect. 7 14
920 168.15 temperature 30.0 10 < th dose dependent rect. 10 8
929 168.17 atmosphere 1010.0 270 > th dose independent rect. 6 5
934 168.19 atmosphere 1010.0 270 > th dose independent sin 3 NA
949 168.22 temperature 25.0 270 > th dose dependent rect. 16 21
958 168.26 atmosphere 1005.0 720 > th dose dependent rect. 21 10
975 168.30 wind 9.0 720 < th dose independent rect. 1 12
986 168.32 temperature 25.0 270 > th dose independent rect. 8 13
992 168.34 humidity 70.0 720 > th dose independent rect. 5 3