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Os07g0489300

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

Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.1 (0.0304) R2 : 0.845
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.44 (0.0895) R2dC : 0.362 R2C : -0.351
β3 : 3.63 (0.0732) R2dE : 1.19 R2E : 0.48
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.141 (0.064) R2dN8 : 0.0022 R2N8 : 0.00374
σ : 0.571
deviance : 150.39
__
_____
C
peak time of C : 2.61
E
wheather : precipitation
threshold : 0.4426
memory length : 266
response mode : < th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 2.87
open length of G : 11.1

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = precipitation, response mode = < th, dose dependency = dose dependent, type of G = rect.)

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
138.32 0.553 10.1 -0.596 2.42 3.49 -0.473 -0.835 0.0779 2.86 0.2605 261 2.93 11.1
140.68 0.552 10.1 -0.602 2.44 3.54 0.203 -- 0.0758 2.77 0.4997 261 2.92 11.1
138.64 0.548 10.1 -0.591 2.37 3.53 -- -0.618 0.0763 2.76 0.4037 266 2.83 11.1
140.72 0.552 10.1 -0.612 2.41 3.57 -- -- 0.0731 2.7 0.4414 266 2.83 11.1
270.82 0.766 10.1 -0.391 -- 2.72 -- -0.247 0.291 -- 0.9234 130 2.62 11.7
184.02 0.636 9.98 -0.641 3.73 -- -0.841 -- 0.116 8.21 -- -- -- --
186.19 0.639 9.98 -0.666 3.73 -- -- -- 0.117 8.22 -- -- -- --
214.08 0.681 10.1 -0.842 -- 3.19 -- -- 0.165 -- 16.33 384 0.299 10.3
150.39 0.571 10.1 -- 2.44 3.63 -- -- 0.141 2.61 0.4426 266 2.87 11.1
953.81 1.44 10.1 -0.638 -- -- -- -- 0.159 -- -- -- -- --
197.88 0.658 9.96 -- 3.73 -- -- -- 0.191 8.23 -- -- -- --
222.16 0.694 10.1 -- -- 3.24 -- -- 0.165 -- 14.63 407 0.0166 10.4
964.55 1.45 10.1 -- -- -- -- -- 0.23 -- -- -- -- --

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
1 139.10 precipitation 0.1 270 < th dose independent rect. 3 11
2 139.10 precipitation 0.1 270 < th dose dependent rect. 3 11
3 139.72 temperature 10.0 10 > th dose dependent rect. 5 11
7 141.91 temperature 10.0 270 > th dose independent rect. 3 11
8 141.91 atmosphere 995.0 270 > th dose independent rect. 3 11
9 141.91 atmosphere 1015.0 270 < th dose independent rect. 3 11
10 141.91 temperature 10.0 270 > th dose independent rect. 14 13
11 142.45 temperature 10.0 270 > th dose dependent rect. 3 11
12 142.65 wind 9.0 270 < th dose independent rect. 3 11
13 143.03 wind 9.0 270 < th dose independent rect. 14 13
17 143.92 radiation 1.0 30 > th dose independent rect. 5 11
29 144.17 temperature 25.0 30 > th dose independent rect. 20 20
32 144.89 temperature 10.0 10 > th dose dependent rect. 20 20
36 145.68 humidity 50.0 270 > th dose independent rect. 3 11
44 146.82 radiation 1.0 30 < th dose independent rect. 24 20
47 147.43 atmosphere 995.0 270 > th dose independent rect. 14 13
48 147.51 radiation 40.0 270 < th dose independent rect. 14 13
50 147.66 temperature 25.0 30 < th dose independent rect. 24 20
78 148.03 temperature 20.0 10 > th dose dependent rect. 20 20
85 148.28 precipitation 0.1 270 < th dose independent rect. 14 13
86 148.28 precipitation 0.1 270 < th dose dependent rect. 14 13
87 148.29 precipitation 0.1 10 < th dose independent rect. 20 20
88 148.29 precipitation 0.1 10 < th dose dependent rect. 20 20
90 148.49 radiation 1.0 30 < th dose dependent rect. 1 19
92 148.51 precipitation 0.1 270 < th dose independent rect. 17 22
93 148.51 precipitation 0.1 270 < th dose dependent rect. 17 22
96 148.56 atmosphere 995.0 90 > th dose dependent rect. 15 4
99 148.62 atmosphere 995.0 10 > th dose dependent rect. 16 4
100 148.63 humidity 90.0 30 < th dose independent rect. 20 20
115 149.26 atmosphere 995.0 10 > th dose independent rect. 16 4
119 149.41 radiation 30.0 10 < th dose dependent rect. 14 6
140 149.74 radiation 20.0 30 < th dose independent rect. 14 6
143 149.80 wind 9.0 10 < th dose independent rect. 20 20
147 149.85 temperature 30.0 10 < th dose dependent rect. 1 19
148 149.88 radiation 10.0 43200 < th dose dependent rect. 21 5
149 149.94 wind 1.0 10 > th dose independent rect. 16 4
151 149.96 humidity 50.0 10 > th dose independent rect. 16 4
160 150.21 temperature 10.0 10 > th dose independent rect. 16 4
162 150.21 atmosphere 1010.0 10 < th dose independent rect. 16 4
164 150.21 radiation 40.0 10 < th dose independent rect. 16 4
165 150.21 temperature 10.0 10 > th dose independent rect. 20 20
172 150.31 wind 9.0 10 < th dose independent rect. 16 4
175 150.37 radiation 10.0 720 < th dose independent rect. 19 11
182 150.53 atmosphere 995.0 270 > th dose dependent rect. 15 2
191 150.73 radiation 40.0 90 < th dose dependent rect. 15 4
192 150.76 temperature 10.0 1440 > th dose independent rect. 17 4
195 150.76 radiation 30.0 1440 < th dose independent rect. 17 4
202 150.76 temperature 10.0 1440 > th dose independent rect. 21 20
222 151.06 atmosphere 995.0 10 > th dose independent rect. 20 20
223 151.08 atmosphere 995.0 270 > th dose independent rect. 15 2
227 151.18 atmosphere 1000.0 10 > th dose independent rect. 1 19
230 151.23 precipitation 0.1 10 < th dose independent rect. 16 4
232 151.23 precipitation 0.1 10 < th dose dependent rect. 16 4
235 151.27 wind 1.0 270 > th dose independent rect. 15 2
238 151.29 temperature 25.0 10 > th dose independent rect. 5 11
248 151.42 humidity 90.0 270 < th dose independent rect. 19 2
250 151.45 precipitation 0.1 720 < th dose independent rect. 19 11
251 151.45 precipitation 0.1 720 < th dose dependent rect. 19 11
252 151.46 radiation 40.0 270 < th dose independent rect. 15 2
254 151.47 wind 9.0 270 < th dose independent rect. 15 2
258 151.58 temperature 30.0 270 < th dose independent rect. 23 11
261 151.61 temperature 10.0 270 > th dose independent rect. 15 2
263 151.61 atmosphere 1010.0 270 < th dose independent rect. 15 2
266 151.61 temperature 10.0 270 > th dose independent rect. 17 22
274 151.70 precipitation 0.1 270 < th dose independent rect. 15 2
276 151.70 precipitation 0.1 270 < th dose dependent rect. 15 2
278 151.79 atmosphere 1015.0 270 < th dose independent rect. 23 11
280 151.81 humidity 50.0 10 > th dose independent rect. 20 20
305 152.08 precipitation 0.1 270 < th dose independent rect. 10 13
306 152.08 precipitation 0.1 270 < th dose dependent rect. 10 13
312 152.16 wind 9.0 270 < th dose independent rect. 17 22
318 152.33 precipitation 0.1 720 < th dose independent rect. 19 19
321 152.33 precipitation 0.1 720 < th dose dependent rect. 19 19
344 152.68 radiation 20.0 10 < th dose dependent rect. 14 16
345 152.70 temperature 10.0 270 > th dose independent rect. 23 11
346 152.70 atmosphere 995.0 270 > th dose independent rect. 23 11
347 152.70 temperature 10.0 270 > th dose independent rect. 10 13
350 152.73 wind 9.0 720 < th dose independent rect. 19 11
352 152.77 radiation 30.0 720 < th dose independent rect. 15 4
357 152.83 wind 9.0 270 < th dose independent rect. 23 11
361 152.87 atmosphere 1015.0 270 < th dose independent rect. 14 13
363 152.90 atmosphere 1005.0 270 > th dose independent rect. 15 1
364 152.90 humidity 50.0 270 > th dose independent rect. 23 11
365 152.91 precipitation 0.1 270 < th dose independent rect. 19 2
367 152.91 precipitation 0.1 270 < th dose dependent rect. 19 2
374 152.97 wind 9.0 720 < th dose independent rect. 18 13
377 152.99 radiation 40.0 720 < th dose dependent rect. 19 12
407 153.25 wind 9.0 270 < th dose independent rect. 19 2
408 153.25 temperature 10.0 270 > th dose independent rect. 19 2
409 153.25 temperature 30.0 270 < th dose independent rect. 19 2
410 153.25 humidity 50.0 270 > th dose independent rect. 19 2
412 153.25 atmosphere 995.0 270 > th dose independent rect. 19 2
413 153.25 radiation 1.0 270 < th dose independent rect. 19 2
418 153.25 temperature 10.0 270 > th dose independent rect. 21 22
419 153.25 radiation 1.0 270 < th dose dependent rect. 19 2
430 153.32 radiation 1.0 30 < th dose independent sin 1 NA
432 153.32 radiation 1.0 30 < th dose dependent sin 1 NA
437 153.36 radiation 20.0 10 < th dose dependent rect. 10 10
440 153.39 atmosphere 1015.0 270 < th dose independent rect. 22 21
469 153.60 temperature 10.0 720 > th dose independent rect. 14 5
470 153.60 atmosphere 1015.0 720 < th dose independent rect. 14 5
471 153.60 temperature 10.0 720 > th dose independent rect. 19 19
472 153.60 atmosphere 995.0 720 > th dose independent rect. 19 19
476 153.63 humidity 50.0 270 > th dose independent rect. 17 22
478 153.65 radiation 1.0 30 > th dose independent sin 1 NA
479 153.65 temperature 10.0 720 > th dose independent rect. 19 11
480 153.65 temperature 30.0 720 < th dose independent rect. 19 11
481 153.65 humidity 50.0 720 > th dose independent rect. 19 11
482 153.65 atmosphere 995.0 720 > th dose independent rect. 19 11
486 153.65 temperature 10.0 720 > th dose independent rect. 6 13
487 153.65 atmosphere 1015.0 720 < th dose independent rect. 6 13
488 153.65 radiation 10.0 10 < th dose dependent rect. 22 22
492 153.68 radiation 20.0 720 < th dose independent rect. 2 5
496 153.72 atmosphere 1005.0 270 > th dose independent rect. 14 3
503 153.76 humidity 50.0 10 > th dose dependent rect. 16 4
510 153.80 wind 1.0 90 > th dose dependent rect. 15 4
545 153.88 wind 7.0 720 < th dose independent rect. 2 5
551 153.93 precipitation 0.1 720 < th dose independent rect. 2 5
559 153.93 precipitation 0.1 720 < th dose dependent rect. 2 5
565 153.96 wind 9.0 90 < th dose independent rect. 19 6
566 153.96 temperature 10.0 90 > th dose independent rect. 19 6
567 153.96 temperature 30.0 90 < th dose independent rect. 19 6
568 153.96 humidity 50.0 90 > th dose independent rect. 19 6
570 153.96 atmosphere 995.0 90 > th dose independent rect. 19 6
571 153.96 radiation 1.0 90 < th dose independent rect. 19 6
576 153.96 temperature 10.0 90 > th dose independent rect. 1 18
577 153.96 atmosphere 1015.0 90 < th dose independent rect. 1 18
578 153.96 radiation 1.0 90 < th dose dependent rect. 19 6
584 153.98 temperature 30.0 270 < th dose independent rect. 15 2
586 153.99 atmosphere 995.0 270 > th dose independent rect. 22 21
604 154.09 precipitation 0.1 90 < th dose independent rect. 19 6
605 154.09 precipitation 0.1 90 < th dose dependent rect. 19 6
623 154.12 wind 9.0 270 < th dose independent rect. 10 13
627 154.18 humidity 90.0 270 < th dose independent rect. 15 2
633 154.25 wind 1.0 270 > th dose independent rect. 19 2
634 154.25 wind 9.0 270 < th dose independent rect. 21 22
637 154.27 precipitation 0.1 720 < th dose independent rect. 10 21
638 154.27 precipitation 0.1 720 < th dose dependent rect. 10 21
644 154.31 temperature 30.0 720 < th dose independent rect. 7 2
650 154.34 temperature 10.0 720 > th dose independent rect. 2 5
651 154.34 temperature 30.0 720 < th dose independent rect. 2 5
652 154.34 humidity 50.0 720 > th dose independent rect. 2 5
654 154.34 atmosphere 995.0 720 > th dose independent rect. 2 5
656 154.34 temperature 10.0 720 > th dose independent rect. 7 19
667 154.39 atmosphere 1015.0 10 < th dose independent rect. 24 20
668 154.40 radiation 10.0 10 < th dose independent rect. 10 10
674 154.41 wind 1.0 10 > th dose independent rect. 20 20
682 154.45 wind 7.0 720 < th dose independent rect. 7 3
686 154.46 wind 9.0 10 < th dose independent rect. 20 5
688 154.48 temperature 10.0 10 > th dose independent rect. 20 5
689 154.48 temperature 30.0 10 < th dose independent rect. 20 5
690 154.48 humidity 50.0 10 > th dose independent rect. 20 5
693 154.48 atmosphere 995.0 10 > th dose independent rect. 20 5
694 154.48 radiation 1.0 10 < th dose independent rect. 20 5
699 154.48 temperature 10.0 10 > th dose independent rect. 1 19
702 154.48 radiation 1.0 10 < th dose dependent rect. 20 5
718 154.51 wind 9.0 90 < th dose independent rect. 1 18
756 154.68 precipitation 0.1 10 < th dose independent rect. 20 5
757 154.68 precipitation 0.1 10 < th dose dependent rect. 20 5
761 154.73 temperature 10.0 720 > th dose dependent rect. 4 2
769 154.79 wind 9.0 720 < th dose independent rect. 19 19
777 154.82 radiation 1.0 1440 < th dose dependent rect. 21 5
818 154.95 radiation 1.0 30 < th dose independent rect. 22 22
869 155.12 radiation 40.0 90 < th dose dependent rect. 15 14
877 155.15 temperature 25.0 30 > th dose independent rect. 1 15
883 155.16 temperature 10.0 270 > th dose dependent rect. 17 21
897 155.18 temperature 10.0 1440 > th dose independent rect. 21 5
900 155.18 temperature 30.0 1440 < th dose independent rect. 21 5
904 155.18 humidity 50.0 1440 > th dose independent rect. 21 5
910 155.18 atmosphere 995.0 1440 > th dose independent rect. 21 5
911 155.18 radiation 1.0 1440 < th dose independent rect. 21 5
932 155.18 temperature 10.0 1440 > th dose independent rect. 2 19
960 155.24 radiation 1.0 720 > th dose independent rect. 10 5
983 155.32 wind 9.0 10 < th dose independent rect. 1 19
1000 155.35 atmosphere 995.0 270 > th dose independent rect. 17 21