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Os02g0551100

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

Description : Serine/threonine-protein kinase SAPK6 (EC 2.7.1.37) (Osmotic stress/abscisic acid-activated protein kinase 6).


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.1 (0.019) R2 : 0.576
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.16 (0.0498) R2dC : 0.507 R2C : 0.471
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.374 (0.04) R2dN8 : 0.105 R2N8 : 0.0691
σ : 0.359
deviance : 58.76
__
_____
C
peak time of C : 17.9
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 = wind, 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
51.37 0.337 11.1 0.151 0.962 0.601 0.062 0.321 0.378 18.2 5 121 -- --
51.43 0.334 11.1 0.146 0.947 0.551 0.149 -- 0.382 18.3 4.877 124 -- --
51.38 0.334 11.1 0.151 0.963 0.601 -- 0.334 0.376 18.2 5.001 121 -- --
51.37 0.334 11.1 0.138 0.948 0.522 -- -- 0.381 18.3 4.797 115 -- --
77.21 0.409 11.1 0.29 -- 1.04 -- 0.403 0.331 -- 4 215 -- --
58.55 0.359 11.1 0.00467 1.16 -- -0.303 -- 0.376 17.8 -- -- -- --
58.76 0.359 11.1 0.00638 1.16 -- -- -- 0.375 17.9 -- -- -- --
77.64 0.41 11.1 0.251 -- 0.969 -- -- 0.339 -- 3.792 212 -- --
51.83 0.335 11.1 -- 0.959 0.488 -- -- 0.365 18.2 4.739 115 -- --
128.75 0.53 11.1 -0.0287 -- -- -- -- 0.348 -- -- -- -- --
58.76 0.359 11.1 -- 1.16 -- -- -- 0.374 17.9 -- -- -- --
79.53 0.415 11.1 -- -- 0.929 -- -- 0.321 -- 3.7 211 -- --
128.77 0.53 11.1 -- -- -- -- -- 0.351 -- -- -- -- --

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 47.93 wind 3.0 90 > th dose dependent rect. 12 20
3 48.01 wind 5.0 90 > th dose independent rect. 12 20
7 48.12 wind 7.0 270 < th dose independent rect. 17 18
10 48.19 wind 5.0 270 < th dose independent rect. 7 14
20 48.61 wind 9.0 270 < th dose dependent rect. 7 14
21 48.63 wind 1.0 90 > th dose dependent rect. 12 6
22 48.64 radiation 1.0 90 < th dose dependent sin 16 NA
58 49.15 radiation 1.0 90 < th dose independent sin 16 NA
71 49.26 wind 5.0 90 > th dose independent rect. 12 7
93 49.41 wind 5.0 90 > th dose independent rect. 12 23
96 49.44 radiation 1.0 270 > th dose independent rect. 11 6
97 49.45 radiation 1.0 90 < th dose dependent rect. 16 9
106 49.48 wind 7.0 270 < th dose independent rect. 16 9
110 49.51 radiation 1.0 90 > th dose independent sin 17 NA
111 49.51 temperature 10.0 43200 > th dose independent rect. 10 5
123 49.59 wind 9.0 270 < th dose dependent rect. 16 7
127 49.60 wind 3.0 90 > th dose dependent rect. 12 11
131 49.63 wind 5.0 90 < th dose independent sin 15 NA
143 49.68 precipitation 0.1 270 < th dose independent rect. 17 18
145 49.68 precipitation 0.1 270 < th dose dependent rect. 17 18
146 49.69 wind 3.0 90 > th dose dependent rect. 12 9
161 49.74 radiation 1.0 90 < th dose independent rect. 16 9
174 49.76 wind 7.0 270 < th dose independent rect. 16 7
188 49.82 temperature 10.0 43200 > th dose independent rect. 10 3
205 49.87 wind 7.0 90 < th dose independent rect. 18 7
231 49.93 atmosphere 1000.0 30 > th dose independent rect. 1 17
233 49.93 atmosphere 1015.0 270 < th dose dependent rect. 8 3
238 49.94 radiation 1.0 270 > th dose independent rect. 18 18
239 49.94 atmosphere 1015.0 10 < th dose dependent rect. 8 6
256 50.01 temperature 20.0 270 > th dose independent rect. 11 6
264 50.04 radiation 1.0 270 > th dose independent rect. 4 8
280 50.06 temperature 10.0 270 > th dose independent rect. 11 6
281 50.06 atmosphere 1015.0 270 < th dose independent rect. 11 6
283 50.06 temperature 10.0 270 > th dose independent rect. 17 18
286 50.06 wind 9.0 270 < th dose dependent rect. 17 18
287 50.07 precipitation 0.1 270 < th dose independent rect. 11 6
289 50.07 precipitation 0.1 270 < th dose dependent rect. 11 6
294 50.10 radiation 10.0 30 > th dose independent rect. 8 6
296 50.10 atmosphere 995.0 90 > th dose dependent rect. 12 6
299 50.11 atmosphere 1015.0 270 < th dose dependent rect. 7 5
312 50.13 temperature 10.0 270 > th dose dependent rect. 11 6
314 50.14 atmosphere 995.0 270 > th dose independent rect. 11 6
316 50.14 humidity 50.0 270 > th dose independent rect. 17 18
328 50.16 atmosphere 1015.0 270 < th dose dependent rect. 9 1
336 50.18 radiation 1.0 10 > th dose dependent rect. 8 4
343 50.20 radiation 20.0 1440 < th dose independent rect. 11 2
346 50.21 wind 5.0 90 > th dose independent rect. 12 9
372 50.24 wind 5.0 90 > th dose independent sin 17 NA
374 50.24 humidity 50.0 270 > th dose independent rect. 12 18
392 50.28 temperature 30.0 30 < th dose independent rect. 18 7
409 50.31 atmosphere 995.0 270 > th dose independent rect. 17 18
413 50.33 humidity 50.0 270 > th dose independent rect. 11 6
414 50.33 wind 1.0 90 > th dose independent rect. 18 7
415 50.33 wind 9.0 270 < th dose independent rect. 5 7
416 50.33 precipitation 0.1 270 < th dose independent rect. 5 7
417 50.33 precipitation 0.1 270 < th dose independent rect. 3 9
421 50.33 precipitation 0.1 270 < th dose dependent rect. 5 7
422 50.33 precipitation 0.1 270 < th dose dependent rect. 3 9
423 50.33 radiation 1.0 90 < th dose dependent rect. 9 16
428 50.34 radiation 20.0 270 < th dose dependent rect. 21 10
438 50.36 temperature 10.0 270 > th dose independent rect. 5 7
439 50.36 atmosphere 995.0 270 > th dose independent rect. 5 7
440 50.36 atmosphere 1015.0 270 < th dose independent rect. 5 7
443 50.36 temperature 10.0 270 > th dose independent rect. 12 17
453 50.38 radiation 10.0 270 < th dose independent rect. 21 10
459 50.39 temperature 10.0 1440 > th dose independent rect. 19 7
462 50.39 temperature 30.0 1440 < th dose independent rect. 19 7
466 50.39 humidity 50.0 1440 > th dose independent rect. 19 7
468 50.39 atmosphere 995.0 1440 > th dose independent rect. 19 7
469 50.39 radiation 1.0 1440 < th dose independent rect. 19 7
490 50.39 temperature 10.0 1440 > th dose independent rect. 2 17
494 50.39 radiation 10.0 1440 < th dose dependent rect. 19 7
502 50.40 humidity 50.0 270 > th dose independent rect. 6 6
509 50.41 wind 5.0 10 < th dose independent sin 14 NA
510 50.41 temperature 20.0 270 > th dose independent rect. 6 6
512 50.41 humidity 60.0 90 > th dose independent rect. 18 7
553 50.46 temperature 10.0 270 > th dose dependent rect. 6 6
554 50.46 radiation 1.0 10 > th dose dependent rect. 5 7
555 50.46 radiation 40.0 14400 < th dose dependent rect. 19 7
585 50.49 atmosphere 995.0 270 > th dose independent rect. 12 18
603 50.50 wind 3.0 90 > th dose dependent sin 17 NA
604 50.50 temperature 10.0 10 > th dose dependent rect. 8 6
610 50.51 humidity 60.0 10 > th dose independent rect. 12 6
618 50.52 temperature 10.0 90 > th dose independent rect. 18 7
621 50.52 radiation 20.0 90 < th dose independent rect. 18 7
626 50.52 temperature 10.0 90 > th dose independent rect. 1 17
628 50.52 atmosphere 1015.0 90 < th dose independent rect. 1 17
636 50.53 wind 5.0 270 < th dose independent sin 22 NA
637 50.53 atmosphere 995.0 90 > th dose independent rect. 18 7
639 50.53 wind 1.0 270 > th dose independent rect. 17 17
649 50.54 wind 1.0 270 > th dose independent rect. 16 9
662 50.55 atmosphere 1000.0 10 > th dose independent rect. 12 7
664 50.55 radiation 1.0 10 > th dose dependent rect. 8 6
669 50.55 radiation 40.0 10 < th dose dependent rect. 1 17
679 50.57 wind 7.0 720 < th dose independent rect. 15 14
695 50.59 radiation 1.0 90 < th dose independent rect. 9 16
704 50.61 wind 9.0 270 < th dose independent rect. 3 9
705 50.61 humidity 50.0 270 > th dose independent rect. 1 15
712 50.62 wind 9.0 270 < th dose dependent rect. 6 6
718 50.63 radiation 1.0 270 > th dose independent sin 20 NA
719 50.63 precipitation 0.1 90 < th dose independent rect. 18 7
724 50.63 precipitation 0.1 90 < th dose dependent rect. 18 7
734 50.64 atmosphere 995.0 10 > th dose dependent rect. 12 6
740 50.65 temperature 10.0 270 > th dose independent rect. 3 9
741 50.65 atmosphere 995.0 270 > th dose independent rect. 3 9
742 50.65 atmosphere 1015.0 270 < th dose independent rect. 3 9
744 50.65 temperature 10.0 270 > th dose independent rect. 12 15
759 50.67 humidity 90.0 270 < th dose independent rect. 11 6
790 50.70 humidity 50.0 90 > th dose independent rect. 1 17
796 50.71 precipitation 0.1 270 < th dose independent rect. 16 9
801 50.71 precipitation 0.1 270 < th dose dependent rect. 16 9
806 50.72 temperature 15.0 270 > th dose independent rect. 21 10
827 50.74 precipitation 0.1 270 < th dose independent rect. 7 14
834 50.74 precipitation 0.1 270 < th dose dependent rect. 7 14
837 50.74 radiation 1.0 10 > th dose dependent rect. 17 21
841 50.75 wind 1.0 90 > th dose independent rect. 18 9
844 50.75 wind 1.0 270 > th dose independent rect. 12 17
868 50.76 radiation 1.0 270 < th dose dependent rect. 15 7
873 50.77 temperature 10.0 1440 > th dose independent rect. 13 6
877 50.77 temperature 10.0 270 > th dose independent rect. 16 9
878 50.77 radiation 40.0 270 < th dose independent rect. 16 9
880 50.77 temperature 10.0 270 > th dose independent rect. 1 15
881 50.77 atmosphere 1015.0 270 < th dose independent rect. 1 15
884 50.77 temperature 10.0 1440 > th dose independent rect. 19 18
887 50.77 atmosphere 995.0 1440 > th dose independent rect. 19 18
893 50.78 wind 9.0 270 < th dose independent rect. 11 6
904 50.79 humidity 70.0 270 > th dose independent rect. 21 10
919 50.80 temperature 30.0 270 < th dose independent rect. 21 10
920 50.80 humidity 50.0 270 > th dose independent rect. 21 10
922 50.80 atmosphere 995.0 270 > th dose independent rect. 21 10
925 50.80 temperature 10.0 270 > th dose independent rect. 7 14
952 50.82 wind 9.0 270 < th dose independent rect. 12 18
968 50.84 temperature 20.0 270 > th dose independent rect. 7 14
976 50.85 radiation 40.0 90 < th dose independent rect. 12 6