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Os06g0695500

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

Description : Similar to Peroxidase 16 precursor (EC 1.11.1.7) (Atperox P16) (ATP22a).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.7 (0.0207) R2 : 0.826
β1 : -- (--) R2dD : -- R2D : --
β2 : 2.8 (0.0604) R2dC : 1.02 R2C : 0.573
β3 : 1.31 (0.0566) R2dE : 0.255 R2E : -0.193
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.13 (0.044) R2dN8 : 0.00453 R2N8 : -0.0101
σ : 0.389
deviance : 69.69
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_____
C
peak time of C : 5.76
E
wheather : temperature
threshold : -8.792
memory length : 23
response mode : > th
dose dependency : dose dependent
G
type of G : rect.
peak or start time of G : 4.92
open length of G : 18.1

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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 = 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
63.56 0.375 10.7 -0.403 2.86 1.46 -0.0389 0.917 -0.192 5.72 4.543 27 4.9 18.2
65.26 0.376 10.7 -0.449 2.88 1.5 -0.0359 -- -0.224 5.71 1.538 25 4.9 18.4
63.27 0.37 10.7 -0.374 2.84 1.47 -- 1.02 -0.19 5.7 2.388 21 4.93 18.1
64.95 0.375 10.7 -0.438 2.84 1.4 -- -- -0.199 5.7 -3.675 21 4.9 18.3
387.44 0.917 10.8 -0.268 -- 0.829 -- 1.12 -0.0623 -- 4.584 1454 4.86 18.5
102.45 0.475 10.7 -0.316 2.37 -- -0.0918 -- -0.0233 7.17 -- -- -- --
102.47 0.474 10.7 -0.318 2.37 -- -- -- -0.023 7.17 -- -- -- --
230.17 0.71 10.8 -0.385 -- 1.68 -- -- -0.182 -- 0.8093 1688 0.433 15.1
69.69 0.389 10.7 -- 2.8 1.31 -- -- -0.13 5.76 -8.792 23 4.92 18.1
398.37 0.933 10.8 -0.274 -- -- -- -- 0.0184 -- -- -- -- --
105.13 0.48 10.7 -- 2.36 -- -- -- 0.0124 7.18 -- -- -- --
88.2 0.437 10.7 -- -- 2.55 -- -- -0.0998 -- -99.26 1726 1.25 7.97
400.34 0.934 10.7 -- -- -- -- -- 0.0488 -- -- -- -- --

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 66.06 temperature 10.0 10 > th dose dependent rect. 5 18
2 66.56 radiation 1.0 10 < th dose dependent rect. 23 17
4 66.69 radiation 1.0 10 < th dose dependent rect. 23 15
8 66.78 precipitation 0.1 10 < th dose independent rect. 5 18
9 66.78 precipitation 0.1 10 < th dose dependent rect. 5 18
13 67.06 radiation 1.0 10 < th dose dependent rect. 23 6
14 67.17 wind 7.0 10 < th dose independent rect. 23 6
20 67.20 temperature 10.0 10 > th dose independent rect. 23 6
21 67.20 temperature 30.0 10 < th dose independent rect. 23 6
22 67.20 humidity 50.0 10 > th dose independent rect. 23 6
25 67.20 atmosphere 995.0 10 > th dose independent rect. 23 6
26 67.20 radiation 1.0 10 < th dose independent rect. 23 6
31 67.20 temperature 10.0 10 > th dose independent rect. 5 18
33 67.20 atmosphere 1015.0 10 < th dose independent rect. 5 18
34 67.33 radiation 1.0 10 < th dose dependent rect. 23 13
39 67.53 radiation 1.0 30 < th dose dependent rect. 23 9
48 67.62 radiation 1.0 10 < th dose independent rect. 23 15
52 67.84 wind 9.0 10 < th dose independent rect. 5 18
62 68.21 precipitation 0.1 10 < th dose independent rect. 23 6
66 68.21 precipitation 0.1 10 < th dose dependent rect. 23 6
84 68.24 radiation 1.0 10 < th dose independent rect. 23 13
108 70.30 atmosphere 995.0 10 > th dose independent rect. 5 18
111 70.57 temperature 10.0 1440 > th dose independent rect. 24 5
114 70.57 temperature 30.0 1440 < th dose independent rect. 24 5
118 70.57 humidity 50.0 1440 > th dose independent rect. 24 5
127 70.57 atmosphere 995.0 1440 > th dose independent rect. 24 5
128 70.57 radiation 20.0 1440 < th dose independent rect. 24 5
140 70.57 temperature 10.0 1440 > th dose independent rect. 5 19
143 70.69 humidity 50.0 10 > th dose dependent rect. 23 6
200 72.03 wind 9.0 10 < th dose dependent rect. 23 6
231 72.49 temperature 10.0 270 > th dose dependent rect. 15 7
232 72.52 atmosphere 1015.0 10 < th dose independent rect. 23 6
234 72.58 atmosphere 1015.0 270 < th dose independent rect. 2 19
241 72.68 wind 1.0 90 > th dose independent rect. 23 17
254 72.90 humidity 60.0 90 > th dose independent rect. 12 16
257 72.96 temperature 10.0 270 > th dose independent rect. 20 7
258 72.96 temperature 30.0 270 < th dose independent rect. 20 7
259 72.96 humidity 50.0 270 > th dose independent rect. 20 7
262 72.96 atmosphere 995.0 270 > th dose independent rect. 20 7
263 72.96 radiation 1.0 270 < th dose independent rect. 20 7
270 72.96 radiation 1.0 270 < th dose dependent rect. 20 7
275 72.99 wind 7.0 90 < th dose independent rect. 16 7
278 73.01 temperature 30.0 90 < th dose independent rect. 12 16
293 73.05 wind 9.0 270 < th dose independent rect. 20 7
294 73.05 temperature 10.0 270 > th dose independent rect. 2 19
301 73.08 wind 9.0 270 < th dose independent rect. 2 19
307 73.23 temperature 30.0 10 < th dose dependent rect. 23 6
317 73.37 atmosphere 995.0 90 > th dose independent rect. 23 17
324 73.41 precipitation 0.1 270 < th dose independent rect. 20 7
326 73.41 precipitation 0.1 270 < th dose dependent rect. 20 7
329 73.45 atmosphere 1010.0 90 < th dose independent rect. 16 7
332 73.46 temperature 10.0 270 > th dose dependent rect. 16 15
347 73.70 temperature 10.0 10 > th dose dependent rect. 17 6
348 73.72 wind 9.0 1440 < th dose independent rect. 24 5
349 73.75 precipitation 0.1 270 < th dose independent rect. 1 9
350 73.75 precipitation 0.1 270 < th dose dependent rect. 1 9
351 73.78 wind 9.0 90 < th dose independent rect. 23 17
373 73.85 temperature 10.0 270 > th dose independent rect. 1 9
374 73.85 atmosphere 995.0 270 > th dose independent rect. 1 9
375 73.85 atmosphere 1015.0 270 < th dose independent rect. 1 9
376 73.85 temperature 10.0 270 > th dose independent rect. 10 15
385 73.86 humidity 50.0 270 > th dose independent rect. 1 9
389 73.87 precipitation 0.1 270 < th dose independent rect. 2 19
391 73.87 precipitation 0.1 270 < th dose dependent rect. 2 19
415 73.93 radiation 40.0 1440 < th dose dependent rect. 24 5
417 73.94 wind 9.0 270 < th dose independent rect. 1 9
422 73.98 temperature 30.0 270 < th dose independent rect. 21 18
424 74.00 wind 9.0 10 < th dose dependent rect. 5 18
437 74.12 wind 9.0 270 < th dose independent rect. 16 14
438 74.12 atmosphere 995.0 10 > th dose independent rect. 23 18
441 74.15 temperature 10.0 90 > th dose independent rect. 16 7
442 74.15 radiation 30.0 90 < th dose independent rect. 16 7
444 74.15 temperature 10.0 90 > th dose independent rect. 23 17
448 74.17 humidity 50.0 270 > th dose dependent rect. 2 9
449 74.18 temperature 15.0 270 > th dose independent rect. 7 9
453 74.29 precipitation 0.1 270 < th dose independent rect. 10 15
454 74.29 precipitation 0.1 270 < th dose dependent rect. 10 15
464 74.43 temperature 10.0 10 > th dose dependent rect. 23 6
485 74.53 precipitation 0.1 10 < th dose independent rect. 17 6
497 74.53 precipitation 0.1 10 < th dose dependent rect. 17 6
502 74.55 precipitation 0.1 90 < th dose independent rect. 16 7
503 74.55 precipitation 0.1 90 < th dose dependent rect. 16 7
504 74.56 wind 1.0 90 > th dose independent rect. 16 7
506 74.57 wind 9.0 10 < th dose independent rect. 23 18
516 74.64 wind 1.0 90 > th dose independent rect. 23 5
518 74.65 wind 1.0 10 > th dose independent rect. 17 6
522 74.68 atmosphere 995.0 10 > th dose dependent rect. 23 6
523 74.69 temperature 10.0 10 > th dose independent rect. 17 6
525 74.69 atmosphere 1010.0 10 < th dose independent rect. 17 6
527 74.69 radiation 20.0 10 < th dose independent rect. 17 6
530 74.69 temperature 10.0 10 > th dose independent rect. 23 18
532 74.72 atmosphere 1015.0 270 < th dose independent rect. 14 7
534 74.72 radiation 40.0 30 < th dose dependent rect. 16 7
551 74.74 wind 9.0 270 < th dose independent rect. 10 15
567 74.80 atmosphere 1015.0 270 < th dose independent rect. 6 10
568 74.80 temperature 10.0 270 > th dose independent rect. 16 14
569 74.80 radiation 40.0 270 < th dose independent rect. 16 14
573 74.82 precipitation 0.1 90 < th dose independent rect. 23 17
575 74.82 precipitation 0.1 90 < th dose dependent rect. 23 17
603 74.89 atmosphere 995.0 270 > th dose independent rect. 7 9
604 74.89 precipitation 0.1 270 < th dose independent rect. 6 10
607 74.89 precipitation 0.1 270 < th dose dependent rect. 6 10
613 74.92 temperature 10.0 270 > th dose independent rect. 22 3
614 74.92 temperature 30.0 270 < th dose independent rect. 22 3
615 74.92 humidity 50.0 270 > th dose independent rect. 22 3
618 74.92 atmosphere 995.0 270 > th dose independent rect. 22 3
619 74.92 radiation 1.0 270 < th dose independent rect. 22 3
624 74.92 wind 9.0 270 < th dose independent rect. 7 9
626 74.92 temperature 10.0 270 > th dose independent rect. 1 21
627 74.92 radiation 1.0 270 < th dose dependent rect. 22 3
632 74.93 wind 9.0 270 < th dose independent rect. 22 3
639 74.95 wind 9.0 270 < th dose independent rect. 1 21
641 74.98 wind 9.0 270 < th dose independent rect. 21 17
643 75.01 atmosphere 995.0 270 > th dose independent rect. 21 18
649 75.03 atmosphere 1015.0 270 < th dose independent rect. 1 21
652 75.04 temperature 10.0 270 > th dose independent rect. 14 7
653 75.04 temperature 10.0 270 > th dose independent rect. 21 17
665 75.07 precipitation 0.1 270 < th dose independent rect. 22 3
666 75.07 precipitation 0.1 270 < th dose dependent rect. 22 3
718 75.25 atmosphere 995.0 90 > th dose independent rect. 16 7
737 75.31 radiation 1.0 30 < th dose dependent sin 9 NA
747 75.36 atmosphere 995.0 10 > th dose independent rect. 17 6
748 75.36 humidity 50.0 270 > th dose independent rect. 7 9
770 75.47 wind 9.0 30 < th dose dependent rect. 16 7
802 75.56 wind 1.0 270 > th dose independent rect. 14 7
820 75.65 humidity 50.0 90 > th dose independent rect. 23 17
842 75.75 humidity 50.0 270 > th dose independent rect. 21 17
857 75.89 wind 9.0 270 < th dose dependent rect. 2 8
876 75.92 precipitation 0.1 270 < th dose independent rect. 21 17
886 75.92 precipitation 0.1 270 < th dose dependent rect. 21 17
925 76.04 temperature 10.0 1440 > th dose independent rect. 17 7
928 76.04 radiation 30.0 1440 < th dose independent rect. 17 7
936 76.04 temperature 10.0 1440 > th dose independent rect. 24 17
942 76.06 radiation 40.0 270 < th dose independent rect. 2 8
950 76.09 precipitation 0.1 270 < th dose independent rect. 1 21
951 76.09 precipitation 0.1 270 < th dose dependent rect. 1 21
957 76.11 precipitation 0.1 270 < th dose independent rect. 16 15
961 76.11 precipitation 0.1 270 < th dose dependent rect. 16 15