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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os10g0360100

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

Description : Similar to Sugar transporter protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 3.93 (0.0376) R2 : 0.205
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.67 (0.0895) R2dC : 0.098 R2C : 0.0701
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.611 (0.0791) R2dN8 : 0.135 R2N8 : 0.107
σ : 0.709
deviance : 229.78
__
_____
C
peak time of C : 12.2
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 = humidity, 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
220.35 0.697 3.96 -0.0678 0.57 -0.224 -1.1 -1.66 -0.663 11.6 90 6 -- --
224.24 0.697 3.94 -0.133 0.581 -0.433 -0.455 -- -0.69 11.3 92 3 -- --
223.21 0.701 3.95 -0.145 0.591 -0.347 -- -1.03 -0.683 11.3 92 4 -- --
225.19 0.704 3.94 -0.159 0.584 -0.413 -- -- -0.696 11.4 92 3 -- --
243.1 0.726 3.97 -0.115 -- -0.466 -- -0.902 -0.703 -- 89.83 5 -- --
228.16 0.708 3.93 -0.183 0.666 -- -0.372 -- -0.632 12.1 -- -- -- --
228.75 0.708 3.93 -0.197 0.667 -- -- -- -0.633 12.2 -- -- -- --
244.75 0.729 3.97 -0.137 -- -0.593 -- -- -0.737 -- 91 5 -- --
225.84 0.7 3.94 -- 0.577 -0.433 -- -- -0.686 11.4 92 3 -- --
256.76 0.749 3.95 -0.219 -- -- -- -- -0.644 -- -- -- -- --
229.78 0.709 3.93 -- 0.67 -- -- -- -0.611 12.2 -- -- -- --
245.24 0.729 3.96 -- -- -0.608 -- -- -0.724 -- 91 5 -- --
258.02 0.75 3.94 -- -- -- -- -- -0.619 -- -- -- -- --

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
1 214.59 atmosphere 1010.0 30 < th dose dependent rect. 2 1
2 214.86 humidity 80.0 90 > th dose independent rect. 2 1
3 214.87 temperature 20.0 10 > th dose independent rect. 2 1
4 214.93 humidity 50.0 90 > th dose independent rect. 3 23
5 214.99 humidity 90.0 10 > th dose independent rect. 2 2
6 215.19 humidity 80.0 90 > th dose dependent rect. 2 1
9 215.35 wind 9.0 30 < th dose independent rect. 3 23
10 215.48 temperature 15.0 30 > th dose independent rect. 3 23
12 215.60 temperature 20.0 30 > th dose dependent rect. 2 1
14 215.66 wind 1.0 30 > th dose independent rect. 2 1
18 215.77 wind 5.0 30 < th dose independent rect. 2 1
21 215.78 temperature 10.0 30 > th dose independent rect. 2 1
23 215.78 temperature 30.0 30 < th dose independent rect. 2 1
24 215.78 humidity 50.0 30 > th dose independent rect. 2 1
27 215.78 atmosphere 995.0 30 > th dose independent rect. 2 1
28 215.78 atmosphere 1010.0 30 < th dose independent rect. 2 1
30 215.78 radiation 1.0 30 < th dose independent rect. 2 1
35 215.78 precipitation 0.1 30 < th dose independent rect. 2 1
37 215.78 humidity 50.0 30 > th dose dependent rect. 2 1
40 215.78 radiation 1.0 30 < th dose dependent rect. 2 1
45 215.78 precipitation 0.1 30 < th dose dependent rect. 2 1
50 215.96 wind 9.0 30 < th dose dependent rect. 2 1
57 216.10 atmosphere 995.0 30 > th dose dependent rect. 2 1
58 216.14 temperature 30.0 30 < th dose dependent rect. 2 1
68 216.42 wind 5.0 90 < th dose independent rect. 17 12
107 216.91 wind 1.0 30 > th dose dependent rect. 2 1
115 217.10 atmosphere 1000.0 90 > th dose independent rect. 3 23
153 217.43 temperature 25.0 30 < th dose independent rect. 16 10
159 217.55 precipitation 0.1 90 < th dose independent rect. 3 23
161 217.55 precipitation 0.1 90 < th dose dependent rect. 3 23
163 217.58 wind 5.0 90 > th dose dependent sin 11 NA
164 217.61 temperature 25.0 270 > th dose independent rect. 14 15
184 218.08 wind 9.0 90 < th dose dependent rect. 17 12
199 218.41 wind 5.0 90 > th dose dependent rect. 18 15
202 218.51 atmosphere 1000.0 10 > th dose independent rect. 4 22
216 218.74 wind 5.0 10 < th dose independent rect. 2 19
217 218.75 temperature 30.0 10 < th dose independent rect. 2 10
223 218.79 wind 5.0 90 > th dose dependent rect. 18 12
225 218.81 humidity 50.0 10 > th dose independent rect. 12 14
226 218.81 temperature 30.0 10 < th dose independent rect. 2 19
227 218.81 temperature 25.0 90 > th dose dependent rect. 1 3
243 218.92 temperature 25.0 270 > th dose independent rect. 23 4
244 218.92 temperature 20.0 270 > th dose dependent rect. 3 10
249 218.96 temperature 15.0 10 > th dose independent rect. 12 14
250 218.97 atmosphere 1005.0 720 > th dose independent rect. 3 3
264 219.06 wind 5.0 90 > th dose dependent rect. 18 9
288 219.11 wind 5.0 90 > th dose independent sin 11 NA
304 219.20 temperature 25.0 270 > th dose dependent rect. 14 14
311 219.21 temperature 25.0 270 > th dose dependent rect. 15 12
326 219.30 atmosphere 1015.0 30 < th dose independent rect. 3 23
330 219.32 temperature 30.0 10 < th dose independent rect. 2 12
341 219.40 wind 5.0 10 > th dose dependent rect. 18 4
348 219.44 temperature 15.0 10 > th dose independent rect. 21 5
354 219.46 humidity 50.0 10 > th dose dependent rect. 12 14
357 219.48 temperature 10.0 270 > th dose dependent rect. 3 10
362 219.50 atmosphere 1005.0 30 > th dose independent rect. 3 15
367 219.51 atmosphere 1005.0 270 < th dose independent rect. 24 18
473 219.68 humidity 90.0 10 > th dose independent rect. 24 4
479 219.73 temperature 25.0 270 > th dose dependent rect. 10 1
486 219.76 temperature 25.0 270 < th dose independent sin 16 NA
488 219.77 wind 9.0 1440 < th dose independent rect. 3 3
489 219.77 temperature 10.0 1440 > th dose independent rect. 3 3
492 219.77 temperature 30.0 1440 < th dose independent rect. 3 3
496 219.77 humidity 50.0 1440 > th dose independent rect. 3 3
505 219.77 atmosphere 995.0 1440 > th dose independent rect. 3 3
506 219.77 radiation 20.0 1440 < th dose independent rect. 3 3
515 219.77 precipitation 0.1 4320 > th dose independent rect. 4 11
516 219.77 temperature 10.0 1440 > th dose independent rect. 6 21
533 219.82 wind 9.0 30 < th dose dependent rect. 2 19
543 219.87 atmosphere 1010.0 10 < th dose independent rect. 21 5
547 219.88 wind 5.0 270 > th dose independent rect. 16 17
561 219.92 wind 5.0 10 < th dose independent rect. 2 10
576 219.99 precipitation 0.1 4320 < th dose independent rect. 4 11
577 219.99 wind 5.0 90 > th dose independent rect. 18 15
579 219.99 precipitation 0.1 4320 < th dose dependent rect. 4 11
582 220.01 precipitation 0.1 4320 > th dose dependent rect. 4 12
585 220.02 wind 5.0 90 > th dose independent rect. 18 12
589 220.04 temperature 30.0 10 < th dose independent rect. 2 14
600 220.08 atmosphere 1010.0 10 < th dose independent rect. 12 14
602 220.09 temperature 25.0 270 > th dose independent sin 14 NA
609 220.13 temperature 25.0 270 > th dose dependent rect. 15 4
613 220.15 wind 9.0 30 < th dose dependent rect. 2 10
620 220.17 precipitation 0.1 4320 > th dose independent rect. 7 2
624 220.17 precipitation 0.1 4320 > th dose dependent rect. 7 2
626 220.17 humidity 90.0 10 > th dose dependent rect. 3 23
629 220.19 humidity 70.0 720 < th dose independent rect. 15 1
637 220.21 temperature 25.0 270 < th dose independent rect. 17 12
639 220.21 radiation 1.0 270 < th dose independent rect. 3 23
648 220.24 atmosphere 1005.0 270 > th dose independent rect. 3 11
653 220.25 temperature 25.0 270 < th dose independent rect. 19 10
659 220.27 atmosphere 1015.0 10 < th dose dependent rect. 21 5
662 220.28 precipitation 0.1 4320 < th dose independent rect. 7 1
667 220.28 precipitation 0.1 4320 < th dose dependent rect. 7 1
674 220.29 temperature 25.0 270 > th dose dependent sin 14 NA
684 220.31 temperature 25.0 270 > th dose dependent rect. 5 7
687 220.31 precipitation 0.1 4320 > th dose dependent rect. 4 9
689 220.32 precipitation 0.1 4320 > th dose independent rect. 4 5
690 220.32 wind 1.0 10 > th dose independent rect. 5 21
691 220.32 humidity 90.0 10 > th dose independent rect. 3 23
694 220.33 precipitation 0.1 4320 > th dose independent rect. 4 7
695 220.33 temperature 25.0 270 < th dose independent rect. 15 8
702 220.33 precipitation 0.1 4320 > th dose dependent rect. 4 7
737 220.34 temperature 25.0 10 > th dose dependent rect. 17 4
741 220.35 wind 7.0 10 > th dose independent rect. 18 9
748 220.35 atmosphere 1005.0 30 < th dose independent rect. 1 19
754 220.36 precipitation 0.1 4320 > th dose dependent rect. 4 5
757 220.37 wind 7.0 10 > th dose independent rect. 18 4
763 220.37 atmosphere 1005.0 270 < th dose independent rect. 24 11
779 220.41 humidity 90.0 4320 > th dose independent rect. 13 1
785 220.41 temperature 25.0 10 > th dose dependent rect. 17 6
792 220.42 humidity 90.0 10 > th dose dependent rect. 7 23
799 220.43 temperature 20.0 30 > th dose dependent rect. 15 12
814 220.46 humidity 70.0 4320 > th dose independent rect. 15 2
818 220.46 radiation 1.0 43200 < th dose dependent rect. 3 1
827 220.48 temperature 15.0 270 > th dose independent rect. 21 1
851 220.51 wind 5.0 90 < th dose independent sin 12 NA
859 220.52 radiation 1.0 4320 < th dose dependent rect. 3 1
869 220.54 wind 5.0 90 > th dose independent rect. 18 9
879 220.56 humidity 70.0 4320 < th dose independent rect. 15 1
893 220.57 precipitation 0.1 4320 < th dose independent rect. 4 7
894 220.57 precipitation 0.1 4320 < th dose dependent rect. 4 7
904 220.59 atmosphere 1015.0 270 < th dose dependent rect. 21 1
928 220.60 radiation 1.0 1440 < th dose independent rect. 3 1
983 220.62 temperature 25.0 270 > th dose independent rect. 9 2
985 220.62 humidity 50.0 10 > th dose independent rect. 2 10
994 220.63 atmosphere 1005.0 270 < th dose independent rect. 24 13