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Os07g0479300

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

Description : Peptidase S10, serine carboxypeptidase family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.7 (0.017) R2 : 0.806
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.92 (0.0442) R2dC : 0.804 R2C : 0.804
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0696 (0.0357) R2dN8 : 0.00209 R2N8 : 0.00154
σ : 0.32
deviance : 46.78
__
_____
C
peak time of C : 17.1
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
34.44 0.276 13.6 0.255 2.05 0.882 -0.46 0.159 0.118 16.8 25.5 3 -- --
34.44 0.273 13.6 0.276 2.05 0.866 -0.504 -- 0.121 16.8 25.5 2 -- --
34.93 0.277 13.6 0.224 2.05 0.897 -- 0.345 0.11 16.8 25.5 3 -- --
35.11 0.276 13.6 0.277 2.05 0.873 -- -- 0.124 16.8 25.68 2 -- --
238.13 0.723 13.6 0.0607 -- 0.105 -- -1.36 -0.0917 -- 18.1 29 -- --
45.88 0.318 13.7 0.0745 1.92 -- -0.546 -- -0.0588 17.1 -- -- -- --
46.64 0.32 13.7 0.0738 1.92 -- -- -- -0.0614 17.1 -- -- -- --
217.89 0.687 13.6 0.428 -- 1.11 -- -- -0.034 -- 43.08 1264 -- --
36.96 0.283 13.6 -- 2.03 0.776 -- -- 0.0804 16.8 25.7 2 -- --
240.15 0.724 13.6 0.00468 -- -- -- -- -0.11 -- -- -- -- --
46.78 0.32 13.7 -- 1.92 -- -- -- -0.0696 17.1 -- -- -- --
219.18 0.69 13.6 -- -- 1.04 -- -- 0.0409 -- 79.63 1254 -- --
240.15 0.723 13.6 -- -- -- -- -- -0.111 -- -- -- -- --

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 26.59 temperature 10.0 270 > th dose dependent rect. 16 15
13 29.00 temperature 30.0 270 < th dose dependent rect. 20 7
18 29.34 temperature 30.0 270 < th dose dependent rect. 21 4
24 29.76 temperature 30.0 270 < th dose dependent rect. 23 1
29 29.93 temperature 30.0 10 < th dose dependent rect. 23 5
31 30.08 temperature 10.0 30 > th dose dependent rect. 4 19
32 30.09 temperature 10.0 270 > th dose dependent rect. 15 6
48 30.46 temperature 20.0 270 > th dose independent rect. 15 6
49 30.48 atmosphere 1010.0 270 < th dose independent rect. 14 7
61 30.76 temperature 20.0 30 > th dose independent rect. 4 19
76 31.15 temperature 20.0 270 > th dose independent rect. 2 19
114 31.67 temperature 10.0 10 > th dose dependent sin 11 NA
117 31.75 temperature 20.0 270 > th dose independent rect. 15 17
146 32.02 temperature 30.0 10 < th dose dependent sin 11 NA
149 32.05 atmosphere 1010.0 270 < th dose independent rect. 15 16
150 32.06 atmosphere 995.0 270 > th dose dependent rect. 23 1
162 32.16 precipitation 0.1 270 < th dose independent rect. 23 1
163 32.16 precipitation 0.1 270 < th dose dependent rect. 23 1
164 32.17 wind 9.0 270 < th dose independent rect. 23 1
165 32.17 temperature 10.0 270 > th dose independent rect. 23 1
166 32.17 temperature 30.0 270 < th dose independent rect. 23 1
167 32.17 humidity 50.0 270 > th dose independent rect. 23 1
170 32.17 atmosphere 995.0 270 > th dose independent rect. 23 1
171 32.17 radiation 1.0 270 < th dose independent rect. 23 1
177 32.17 temperature 10.0 270 > th dose independent rect. 24 23
180 32.17 radiation 1.0 270 < th dose dependent rect. 23 1
187 32.18 temperature 30.0 270 < th dose dependent rect. 11 15
236 32.47 humidity 50.0 270 > th dose dependent rect. 23 1
237 32.47 atmosphere 995.0 30 > th dose dependent rect. 23 5
240 32.50 temperature 20.0 30 > th dose independent rect. 17 15
249 32.57 atmosphere 1015.0 270 < th dose independent rect. 2 19
260 32.64 precipitation 0.1 270 < th dose independent rect. 20 6
261 32.64 precipitation 0.1 270 < th dose dependent rect. 20 6
269 32.67 temperature 30.0 10 < th dose dependent rect. 12 16
270 32.67 temperature 30.0 10 < th dose dependent rect. 23 17
273 32.68 radiation 1.0 43200 < th dose dependent rect. 19 5
278 32.71 wind 1.0 270 > th dose independent rect. 21 18
285 32.72 precipitation 0.1 270 < th dose independent rect. 2 18
288 32.72 precipitation 0.1 270 < th dose dependent rect. 2 18
290 32.73 temperature 10.0 270 > th dose independent rect. 20 6
291 32.73 temperature 30.0 270 < th dose independent rect. 20 6
292 32.73 humidity 50.0 270 > th dose independent rect. 20 6
295 32.73 atmosphere 995.0 270 > th dose independent rect. 20 6
296 32.73 radiation 1.0 270 < th dose independent rect. 20 6
303 32.73 radiation 1.0 270 < th dose dependent rect. 20 6
318 32.78 wind 9.0 270 < th dose independent rect. 20 6
320 32.79 temperature 10.0 30 > th dose independent rect. 23 5
321 32.79 temperature 30.0 30 < th dose independent rect. 23 5
322 32.79 humidity 50.0 30 > th dose independent rect. 23 5
325 32.79 atmosphere 995.0 30 > th dose independent rect. 23 5
326 32.79 radiation 1.0 30 < th dose independent rect. 23 5
331 32.79 temperature 10.0 30 > th dose independent rect. 4 19
333 32.79 atmosphere 1015.0 30 < th dose independent rect. 4 19
334 32.79 radiation 1.0 30 < th dose dependent rect. 23 5
340 32.80 wind 9.0 10 < th dose independent rect. 23 5
366 32.82 precipitation 0.1 10 < th dose independent rect. 4 19
370 32.82 precipitation 0.1 10 < th dose dependent rect. 4 19
375 32.84 wind 9.0 30 < th dose independent rect. 4 19
378 32.85 radiation 40.0 270 < th dose independent rect. 14 7
379 32.85 radiation 40.0 30 < th dose dependent rect. 15 8
392 32.92 precipitation 0.1 30 < th dose independent rect. 23 5
394 32.92 wind 9.0 270 < th dose independent rect. 2 18
395 32.92 precipitation 0.1 30 < th dose dependent rect. 23 5
400 32.94 wind 9.0 270 < th dose independent rect. 21 17
401 32.94 temperature 10.0 270 > th dose independent rect. 21 17
402 32.94 atmosphere 995.0 270 > th dose independent rect. 21 17
404 32.95 precipitation 0.1 270 < th dose independent rect. 21 4
406 32.95 precipitation 0.1 270 < th dose dependent rect. 21 4
449 33.02 temperature 10.0 270 > th dose independent rect. 21 4
450 33.02 temperature 30.0 270 < th dose independent rect. 21 4
451 33.02 humidity 50.0 270 > th dose independent rect. 21 4
454 33.02 atmosphere 995.0 270 > th dose independent rect. 21 4
455 33.02 radiation 1.0 270 < th dose independent rect. 21 4
460 33.02 wind 9.0 270 < th dose independent rect. 14 7
464 33.02 radiation 1.0 270 < th dose dependent rect. 21 4
482 33.06 wind 9.0 270 < th dose independent rect. 21 4
515 33.11 wind 1.0 270 > th dose independent rect. 23 1
522 33.13 precipitation 0.1 270 < th dose independent rect. 1 20
525 33.13 precipitation 0.1 270 < th dose dependent rect. 1 20
530 33.14 atmosphere 995.0 270 > th dose dependent rect. 21 5
540 33.17 wind 1.0 270 > th dose independent rect. 14 7
543 33.19 radiation 40.0 270 < th dose independent rect. 15 5
570 33.26 wind 9.0 270 < th dose independent rect. 1 20
573 33.27 wind 9.0 270 < th dose independent rect. 20 19
575 33.27 atmosphere 995.0 30 > th dose dependent rect. 23 18
576 33.28 wind 9.0 270 < th dose independent rect. 15 5
581 33.29 wind 1.0 10 > th dose independent rect. 16 7
597 33.32 atmosphere 995.0 10 > th dose independent rect. 4 19
602 33.33 atmosphere 995.0 10 > th dose independent rect. 23 17
619 33.37 radiation 10.0 30 < th dose independent rect. 15 8
621 33.37 precipitation 0.1 270 < th dose independent rect. 1 9
624 33.37 precipitation 0.1 270 < th dose dependent rect. 1 9
627 33.38 temperature 10.0 10 > th dose independent rect. 16 7
629 33.38 atmosphere 1010.0 10 < th dose independent rect. 16 7
631 33.38 radiation 40.0 10 < th dose independent rect. 16 7
632 33.38 temperature 10.0 10 > th dose independent rect. 23 17
633 33.38 precipitation 0.1 270 < th dose independent rect. 21 17
634 33.38 temperature 10.0 270 > th dose dependent rect. 1 8
635 33.38 precipitation 0.1 270 < th dose dependent rect. 21 17
643 33.40 wind 1.0 90 > th dose independent rect. 23 17
646 33.41 wind 1.0 270 > th dose independent rect. 21 5
650 33.42 wind 9.0 10 < th dose independent rect. 16 7
660 33.45 wind 9.0 10 < th dose independent rect. 23 17
667 33.46 atmosphere 995.0 10 > th dose independent rect. 16 7
676 33.48 radiation 10.0 30 < th dose independent rect. 4 19
682 33.49 precipitation 0.1 270 < th dose independent rect. 14 7
687 33.49 precipitation 0.1 270 < th dose dependent rect. 14 7
689 33.50 precipitation 0.1 10 < th dose independent rect. 16 7
691 33.50 humidity 50.0 10 > th dose dependent rect. 23 5
692 33.50 precipitation 0.1 10 < th dose dependent rect. 16 7
697 33.53 humidity 50.0 270 > th dose dependent rect. 21 4
704 33.54 humidity 50.0 270 > th dose independent rect. 21 17
719 33.57 wind 9.0 270 < th dose independent rect. 24 23
725 33.58 precipitation 0.1 270 < th dose independent rect. 20 19
726 33.58 radiation 1.0 30 < th dose dependent rect. 23 15
728 33.58 precipitation 0.1 270 < th dose dependent rect. 20 19
738 33.60 precipitation 0.1 270 < th dose independent rect. 15 5
742 33.60 precipitation 0.1 270 < th dose dependent rect. 15 5
778 33.64 atmosphere 995.0 270 > th dose independent rect. 2 18
804 33.65 radiation 1.0 30 < th dose dependent rect. 23 9
830 33.67 precipitation 0.1 270 < th dose independent rect. 10 15
845 33.67 precipitation 0.1 270 < th dose dependent rect. 10 15
852 33.69 wind 9.0 270 < th dose independent rect. 1 9
853 33.69 humidity 50.0 270 > th dose independent rect. 1 9
856 33.69 radiation 1.0 10 < th dose dependent rect. 23 7
860 33.70 temperature 10.0 270 > th dose independent rect. 1 9
861 33.70 atmosphere 995.0 270 > th dose independent rect. 1 9
862 33.70 atmosphere 1015.0 270 < th dose independent rect. 1 9
863 33.70 temperature 10.0 270 > th dose independent rect. 10 15
864 33.70 wind 9.0 270 < th dose dependent rect. 1 9
880 33.73 precipitation 0.1 270 < th dose independent rect. 24 23
885 33.73 precipitation 0.1 270 < th dose dependent rect. 24 23
887 33.74 radiation 1.0 30 < th dose independent rect. 23 17
896 33.75 radiation 1.0 30 < th dose independent rect. 23 15
899 33.75 radiation 40.0 30 < th dose dependent rect. 4 19
904 33.76 temperature 10.0 270 > th dose dependent rect. 17 2
928 33.78 wind 9.0 90 < th dose dependent rect. 3 19
939 33.80 wind 9.0 270 < th dose dependent rect. 23 1
944 33.80 temperature 25.0 10 < th dose dependent rect. 8 20
953 33.82 radiation 1.0 30 < th dose independent rect. 23 9
976 33.84 radiation 30.0 30 < th dose independent rect. 14 9
991 33.86 wind 9.0 270 < th dose independent rect. 10 15
992 33.86 humidity 50.0 270 > th dose independent rect. 20 19