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Os03g0805300

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

Description : Similar to Phosphoprotein phosphatase 2A isoform 4.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.9 (0.0098) R2 : 0.52
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.564 (0.0257) R2dC : 0.51 R2C : 0.508
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0592 (0.0206) R2dN8 : 0.0112 R2N8 : 0.00984
σ : 0.185
deviance : 15.6
__
_____
C
peak time of C : 5.94
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
13.4 0.172 11.9 0.179 0.557 0.0758 -0.109 1.29 0.104 6.18 29 1128 -- --
13.55 0.171 11.9 -0.0378 0.59 0.239 -0.15 -- 0.0591 6.25 27.19 1041 -- --
13.4 0.17 11.9 0.184 0.56 0.063 -- 1.41 0.104 6.18 29.52 1105 -- --
13.51 0.171 11.9 -0.0522 0.564 0.227 -- -- 0.0742 6.22 28.12 1079 -- --
29.07 0.251 11.9 0.492 -- -0.109 -- 2.99 0.139 -- 29.29 1205 -- --
15.59 0.185 11.9 0.00844 0.564 -- -0.0755 -- 0.0598 5.95 -- -- -- --
15.6 0.185 11.9 0.00776 0.564 -- -- -- 0.0601 5.94 -- -- -- --
29.53 0.253 11.9 -0.0457 -- 0.218 -- -- 0.0834 -- 28.45 1251 -- --
13.57 0.172 11.9 -- 0.571 0.228 -- -- 0.0858 6.2 28.35 1064 -- --
32.06 0.265 11.9 0.0245 -- -- -- -- 0.0731 -- -- -- -- --
15.6 0.185 11.9 -- 0.564 -- -- -- 0.0592 5.94 -- -- -- --
29.46 0.253 11.9 -- -- 0.226 -- -- 0.117 -- 31.35 1182 -- --
32.08 0.264 11.9 -- -- -- -- -- 0.0703 -- -- -- -- --

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 12.67 temperature 30.0 10 < th dose dependent rect. 12 15
2 12.68 temperature 10.0 270 > th dose dependent rect. 10 11
3 12.71 atmosphere 1015.0 270 < th dose dependent rect. 1 4
8 12.77 temperature 30.0 30 < th dose dependent rect. 16 11
20 12.82 temperature 20.0 90 > th dose dependent rect. 12 11
27 12.87 temperature 30.0 30 < th dose dependent rect. 8 19
28 12.87 radiation 1.0 90 < th dose dependent rect. 7 20
35 12.90 radiation 1.0 90 < th dose independent rect. 7 20
38 12.90 radiation 1.0 90 < th dose dependent rect. 11 16
42 12.91 radiation 1.0 270 < th dose independent rect. 7 18
45 12.91 temperature 30.0 270 < th dose dependent rect. 11 13
48 12.92 radiation 1.0 270 < th dose independent rect. 5 20
53 12.93 radiation 1.0 270 < th dose independent rect. 10 15
58 12.94 radiation 1.0 270 < th dose independent rect. 12 13
66 12.95 temperature 30.0 270 < th dose dependent rect. 13 11
97 13.01 temperature 30.0 30 < th dose dependent rect. 19 8
100 13.02 atmosphere 1015.0 270 < th dose dependent rect. 3 1
121 13.06 atmosphere 995.0 90 > th dose dependent rect. 19 8
124 13.07 temperature 25.0 270 < th dose independent rect. 1 4
131 13.07 temperature 20.0 30 > th dose dependent rect. 12 18
132 13.08 wind 3.0 270 < th dose independent rect. 3 1
140 13.09 wind 5.0 10 < th dose dependent rect. 3 5
157 13.11 wind 3.0 270 < th dose dependent rect. 3 2
173 13.14 atmosphere 1010.0 30 < th dose independent rect. 3 5
174 13.14 temperature 20.0 90 > th dose dependent sin 17 NA
176 13.14 humidity 50.0 90 > th dose dependent rect. 15 12
181 13.15 atmosphere 1000.0 90 > th dose independent rect. 19 8
186 13.16 temperature 30.0 10 < th dose dependent sin 16 NA
188 13.17 humidity 50.0 270 > th dose independent rect. 5 20
191 13.17 wind 7.0 270 < th dose dependent rect. 1 5
195 13.18 temperature 20.0 10 > th dose dependent sin 16 NA
196 13.18 temperature 20.0 270 > th dose dependent sin 19 NA
204 13.18 atmosphere 1015.0 270 < th dose dependent rect. 14 16
241 13.22 temperature 25.0 270 > th dose independent rect. 12 9
254 13.23 temperature 25.0 90 < th dose independent rect. 3 5
255 13.23 precipitation 0.1 270 < th dose independent rect. 14 15
264 13.23 precipitation 0.1 270 < th dose dependent rect. 14 15
265 13.24 precipitation 0.1 270 < th dose independent rect. 1 4
266 13.24 temperature 25.0 270 < th dose independent rect. 24 6
269 13.24 temperature 30.0 270 < th dose dependent rect. 1 4
270 13.24 precipitation 0.1 270 < th dose dependent rect. 1 4
282 13.25 precipitation 0.1 10 < th dose independent rect. 3 5
283 13.25 atmosphere 1000.0 270 > th dose independent rect. 19 6
284 13.25 precipitation 0.1 90 < th dose independent rect. 3 16
288 13.25 precipitation 0.1 10 < th dose dependent rect. 3 5
296 13.25 precipitation 0.1 90 < th dose dependent rect. 3 16
301 13.26 temperature 25.0 270 < th dose independent rect. 9 15
307 13.26 humidity 50.0 270 > th dose dependent rect. 15 10
314 13.27 wind 5.0 30 < th dose independent rect. 3 5
317 13.27 temperature 25.0 90 > th dose independent rect. 12 11
335 13.27 temperature 15.0 10 > th dose dependent rect. 14 16
338 13.27 temperature 30.0 30 < th dose dependent rect. 6 21
342 13.28 humidity 70.0 270 > th dose independent rect. 15 10
355 13.28 temperature 10.0 270 > th dose dependent rect. 14 15
366 13.29 wind 9.0 30 < th dose independent rect. 8 19
373 13.29 humidity 50.0 270 > th dose dependent rect. 1 4
375 13.29 atmosphere 995.0 270 > th dose dependent rect. 19 6
378 13.29 humidity 60.0 30 > th dose dependent rect. 13 14
384 13.29 temperature 10.0 270 > th dose dependent rect. 12 17
407 13.31 precipitation 0.1 270 < th dose independent rect. 3 1
408 13.31 wind 3.0 30 < th dose independent rect. 3 3
413 13.31 precipitation 0.1 270 < th dose dependent rect. 3 1
424 13.31 atmosphere 1015.0 10 < th dose dependent rect. 16 16
428 13.32 wind 9.0 270 < th dose independent rect. 5 20
440 13.32 humidity 50.0 30 > th dose dependent rect. 8 19
442 13.33 temperature 30.0 270 < th dose independent rect. 16 9
457 13.34 temperature 10.0 270 > th dose independent rect. 1 4
460 13.34 humidity 50.0 270 > th dose independent rect. 1 4
463 13.34 atmosphere 995.0 270 > th dose independent rect. 1 4
464 13.34 atmosphere 1010.0 270 < th dose independent rect. 1 4
466 13.34 radiation 20.0 270 < th dose independent rect. 1 4
471 13.34 precipitation 0.1 10 < th dose independent rect. 8 19
472 13.34 temperature 10.0 270 > th dose independent rect. 5 20
477 13.34 radiation 20.0 270 < th dose dependent rect. 1 4
482 13.34 atmosphere 995.0 10 > th dose dependent rect. 21 6
495 13.34 precipitation 0.1 10 < th dose dependent rect. 8 19
498 13.35 radiation 1.0 270 < th dose independent rect. 1 4
503 13.35 temperature 10.0 30 > th dose independent rect. 3 5
506 13.35 humidity 50.0 30 > th dose independent rect. 3 5
508 13.35 atmosphere 995.0 30 > th dose independent rect. 3 5
512 13.35 radiation 20.0 270 < th dose independent rect. 15 10
516 13.35 precipitation 0.1 270 < th dose independent rect. 1 18
517 13.35 temperature 10.0 30 > th dose independent rect. 8 19
525 13.35 humidity 60.0 10 > th dose dependent rect. 16 11
531 13.35 precipitation 0.1 270 < th dose dependent rect. 1 18
535 13.36 precipitation 0.1 30 < th dose independent rect. 3 3
546 13.36 temperature 15.0 270 > th dose independent rect. 14 15
552 13.36 precipitation 0.1 30 < th dose dependent rect. 3 3
553 13.36 humidity 50.0 30 > th dose dependent rect. 3 5
573 13.37 humidity 50.0 90 > th dose dependent rect. 3 3
580 13.37 radiation 1.0 270 < th dose dependent rect. 1 6
612 13.38 atmosphere 995.0 30 > th dose independent rect. 8 19
618 13.38 atmosphere 995.0 30 > th dose dependent rect. 23 4
619 13.38 temperature 30.0 90 < th dose dependent rect. 3 5
639 13.39 atmosphere 1000.0 90 > th dose independent rect. 21 6
642 13.39 humidity 70.0 90 > th dose independent rect. 19 8
644 13.39 humidity 50.0 270 > th dose independent rect. 15 10
645 13.39 humidity 70.0 90 > th dose independent rect. 13 14
676 13.40 radiation 40.0 30 < th dose independent rect. 3 5
681 13.40 humidity 50.0 30 > th dose independent rect. 8 19
691 13.40 humidity 50.0 90 > th dose dependent rect. 19 8
700 13.41 humidity 80.0 90 > th dose independent rect. 3 3
701 13.41 wind 9.0 270 < th dose independent rect. 5 9
716 13.41 temperature 20.0 10 > th dose dependent rect. 14 10
732 13.41 temperature 15.0 30 > th dose dependent rect. 12 20
742 13.42 humidity 70.0 10 > th dose independent rect. 13 14
763 13.43 temperature 10.0 90 > th dose independent rect. 3 3
767 13.43 humidity 50.0 90 > th dose independent rect. 3 3
770 13.43 atmosphere 995.0 90 > th dose independent rect. 3 3
771 13.43 atmosphere 1010.0 90 < th dose independent rect. 3 3
773 13.43 radiation 20.0 90 < th dose independent rect. 3 3
777 13.43 wind 9.0 90 < th dose independent rect. 19 8
778 13.43 temperature 10.0 90 > th dose independent rect. 19 8
779 13.43 temperature 30.0 90 < th dose independent rect. 19 8
780 13.43 humidity 50.0 90 > th dose independent rect. 19 8
783 13.43 radiation 1.0 90 < th dose independent rect. 19 8
790 13.43 temperature 10.0 90 > th dose independent rect. 3 16
791 13.43 atmosphere 1015.0 90 < th dose independent rect. 3 16
801 13.43 radiation 1.0 90 < th dose dependent rect. 19 8
810 13.43 temperature 10.0 10 > th dose dependent rect. 16 14
811 13.43 humidity 50.0 270 > th dose dependent rect. 6 19
822 13.44 atmosphere 1000.0 270 > th dose independent rect. 21 3
831 13.44 temperature 30.0 720 < th dose independent rect. 13 12
834 13.44 temperature 25.0 90 < th dose independent rect. 9 18
861 13.45 atmosphere 1010.0 270 < th dose independent rect. 14 15
866 13.45 atmosphere 995.0 270 > th dose dependent rect. 21 3
885 13.46 precipitation 0.1 90 < th dose independent rect. 19 8
888 13.46 wind 9.0 270 < th dose independent rect. 14 15
893 13.46 radiation 40.0 90 < th dose dependent rect. 3 3
903 13.46 precipitation 0.1 90 < th dose dependent rect. 19 8
938 13.47 atmosphere 1000.0 10 > th dose independent rect. 21 6
940 13.47 temperature 10.0 270 > th dose independent rect. 5 9
941 13.47 atmosphere 995.0 270 > th dose independent rect. 5 9
942 13.47 atmosphere 1015.0 270 < th dose independent rect. 5 9
947 13.47 temperature 25.0 30 < th dose independent rect. 12 15
953 13.47 atmosphere 995.0 30 > th dose independent rect. 6 21
954 13.47 precipitation 0.1 10 < th dose independent rect. 6 21
973 13.47 precipitation 0.1 10 < th dose dependent rect. 6 21
992 13.48 atmosphere 995.0 270 > th dose independent rect. 5 20