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Os04g0485100

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

Description : Similar to Protein phosphatase 2A B' regulatory subunit.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.8 (0.0102) R2 : 0.0293
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0798 (0.0215) R2dN8 : 0.0379 R2N8 : 0.0293
σ : 0.192
deviance : 16.97
__
_____
C
peak time of C : --
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 = humidity, 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
10.35 0.151 11.8 0.0785 0.332 -0.0495 -0.143 -0.863 0.0895 4.88 71 831 -- --
10.96 0.154 11.8 0.0393 0.296 -0.204 -0.208 -- 0.0979 4.68 66.58 5571 -- --
10.39 0.15 11.8 0.0818 0.329 -0.0445 -- -0.918 0.0916 4.8 71.91 796 -- --
11.12 0.155 11.8 0.0304 0.301 -0.223 -- -- 0.0872 4.68 66.15 5571 -- --
13.24 0.169 11.8 0.0476 -- 0.218 -- -0.313 0.101 -- 78.14 391 -- --
11.69 0.16 11.8 0.012 0.311 -- -0.293 -- 0.073 4.89 -- -- -- --
11.87 0.161 11.8 0.0124 0.309 -- -- -- 0.0744 4.56 -- -- -- --
13.47 0.171 11.8 0.0273 -- 0.224 -- -- 0.0847 -- 78.27 353 -- --
11.12 0.155 11.8 -- 0.302 -0.221 -- -- 0.091 4.68 66 5575 -- --
16.95 0.192 11.8 0.0243 -- -- -- -- 0.0825 -- -- -- -- --
11.87 0.161 11.8 -- 0.309 -- -- -- 0.073 4.56 -- -- -- --
13.49 0.171 11.8 -- -- 0.224 -- -- 0.0817 -- 78.48 353 -- --
16.97 0.192 11.8 -- -- -- -- -- 0.0798 -- -- -- -- --

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 10.05 radiation 1.0 43200 < th dose dependent rect. 19 5
2 10.13 humidity 50.0 270 > th dose independent rect. 10 15
3 10.15 humidity 70.0 720 > th dose independent rect. 15 19
4 10.17 temperature 10.0 270 > th dose dependent rect. 16 14
5 10.18 temperature 30.0 720 < th dose independent rect. 12 6
7 10.18 temperature 30.0 720 < th dose independent rect. 15 18
11 10.19 humidity 70.0 720 > th dose independent sin 13 NA
12 10.19 wind 9.0 14400 < th dose independent rect. 19 6
14 10.19 wind 9.0 14400 < th dose independent rect. 19 9
16 10.19 radiation 1.0 43200 < th dose dependent rect. 21 3
21 10.20 wind 9.0 14400 < th dose independent rect. 20 15
27 10.21 temperature 30.0 720 < th dose independent rect. 12 8
28 10.21 temperature 30.0 270 < th dose independent rect. 1 9
31 10.21 radiation 1.0 14400 < th dose dependent rect. 24 4
34 10.21 wind 9.0 14400 > th dose dependent rect. 20 15
39 10.23 wind 9.0 14400 < th dose independent rect. 20 1
46 10.23 temperature 30.0 720 < th dose independent rect. 22 20
48 10.23 radiation 20.0 720 > th dose dependent rect. 16 1
67 10.24 temperature 30.0 270 < th dose independent rect. 10 15
68 10.24 wind 5.0 14400 > th dose dependent rect. 20 1
77 10.25 temperature 30.0 720 < th dose independent rect. 14 21
78 10.25 wind 9.0 14400 > th dose dependent rect. 20 1
82 10.26 temperature 30.0 720 < th dose independent sin 13 NA
83 10.26 wind 9.0 14400 > th dose independent rect. 20 1
89 10.26 temperature 30.0 720 < th dose independent rect. 12 12
91 10.26 wind 9.0 14400 > th dose independent rect. 20 15
100 10.26 wind 3.0 43200 > th dose dependent rect. 17 14
102 10.27 atmosphere 1000.0 270 > th dose independent sin 11 NA
104 10.27 temperature 10.0 270 > th dose independent rect. 1 9
105 10.27 atmosphere 995.0 270 > th dose independent rect. 1 9
106 10.27 atmosphere 1015.0 270 < th dose independent rect. 1 9
107 10.27 precipitation 0.1 270 < th dose independent rect. 1 9
109 10.27 temperature 10.0 270 > th dose independent rect. 10 15
117 10.27 precipitation 0.1 270 < th dose dependent rect. 1 9
121 10.28 wind 9.0 14400 > th dose independent rect. 20 8
122 10.28 wind 9.0 270 < th dose independent rect. 1 9
123 10.28 humidity 50.0 270 > th dose independent rect. 1 9
128 10.28 wind 9.0 270 < th dose independent rect. 10 15
129 10.28 wind 5.0 43200 < th dose independent rect. 16 16
134 10.28 temperature 15.0 720 > th dose dependent rect. 13 8
160 10.29 atmosphere 995.0 270 > th dose independent rect. 10 15
164 10.29 temperature 30.0 720 < th dose independent rect. 1 17
172 10.29 wind 9.0 14400 > th dose dependent rect. 20 8
176 10.29 temperature 15.0 720 > th dose dependent rect. 10 12
183 10.30 temperature 20.0 720 > th dose independent rect. 18 4
193 10.30 temperature 20.0 270 > th dose independent rect. 15 14
203 10.30 temperature 15.0 720 > th dose dependent rect. 18 3
212 10.30 temperature 30.0 270 < th dose dependent rect. 2 7
216 10.30 temperature 15.0 720 > th dose dependent rect. 11 10
221 10.31 atmosphere 1000.0 10 > th dose independent sin 9 NA
225 10.31 humidity 60.0 4320 < th dose independent rect. 12 1
233 10.31 temperature 30.0 90 < th dose independent rect. 3 8
244 10.31 temperature 30.0 720 < th dose independent rect. 8 16
248 10.31 humidity 50.0 10 > th dose independent rect. 12 16
251 10.31 temperature 30.0 720 < th dose independent rect. 6 18
257 10.31 temperature 15.0 720 > th dose dependent rect. 15 6
259 10.31 radiation 1.0 43200 < th dose dependent rect. 19 7
261 10.31 temperature 10.0 270 > th dose dependent rect. 6 9
273 10.32 wind 5.0 43200 > th dose independent rect. 16 16
276 10.32 atmosphere 1000.0 10 > th dose independent rect. 12 16
292 10.33 humidity 70.0 720 < th dose independent sin 15 NA
295 10.33 humidity 60.0 4320 > th dose independent rect. 12 1
299 10.33 temperature 20.0 270 > th dose independent rect. 14 8
310 10.33 precipitation 0.1 270 < th dose independent rect. 10 15
316 10.33 humidity 70.0 720 > th dose independent rect. 22 21
330 10.33 precipitation 0.1 270 < th dose dependent rect. 10 15
335 10.34 humidity 70.0 720 < th dose independent rect. 15 5
366 10.34 temperature 15.0 270 > th dose dependent sin 14 NA
389 10.34 wind 7.0 43200 > th dose dependent rect. 15 18
390 10.35 temperature 30.0 720 < th dose independent sin 19 NA
396 10.35 humidity 60.0 4320 < th dose independent rect. 12 3
397 10.35 temperature 30.0 10 < th dose independent rect. 4 8
412 10.35 radiation 30.0 720 < th dose independent rect. 15 16
419 10.35 wind 3.0 43200 > th dose dependent sin 12 NA
420 10.35 temperature 10.0 30 > th dose dependent sin 12 NA
423 10.35 temperature 15.0 720 > th dose dependent rect. 18 1
424 10.35 precipitation 0.1 43200 > th dose dependent rect. 20 1
439 10.35 wind 9.0 14400 > th dose dependent rect. 17 12
455 10.36 atmosphere 1000.0 14400 > th dose independent rect. 11 1
456 10.36 atmosphere 1000.0 14400 < th dose independent rect. 11 1
459 10.36 wind 9.0 10 < th dose independent rect. 4 8
460 10.36 temperature 10.0 10 > th dose independent rect. 4 8
462 10.36 humidity 50.0 90 > th dose independent rect. 3 8
463 10.36 atmosphere 995.0 10 > th dose independent rect. 4 8
464 10.36 atmosphere 1015.0 10 < th dose independent rect. 4 8
470 10.36 radiation 10.0 10 < th dose independent rect. 22 14
471 10.36 wind 9.0 10 < th dose independent rect. 12 16
472 10.36 temperature 10.0 10 > th dose independent rect. 12 16
476 10.36 precipitation 0.1 10 < th dose independent rect. 12 16
481 10.36 humidity 50.0 14400 < th dose independent rect. 16 20
486 10.36 wind 9.0 43200 > th dose dependent sin 14 NA
489 10.36 temperature 15.0 720 > th dose dependent sin 18 NA
491 10.36 radiation 1.0 14400 < th dose dependent rect. 24 1
494 10.36 precipitation 0.1 43200 > th dose dependent rect. 17 4
521 10.36 precipitation 0.1 10 < th dose dependent rect. 12 16
526 10.37 wind 9.0 43200 < th dose independent sin 12 NA
527 10.37 wind 5.0 43200 < th dose independent sin 13 NA
529 10.37 humidity 50.0 14400 < th dose independent sin 11 NA
537 10.37 temperature 30.0 720 < th dose independent rect. 12 3
544 10.37 temperature 10.0 90 > th dose independent rect. 3 8
546 10.37 temperature 30.0 720 < th dose independent rect. 16 8
547 10.37 humidity 50.0 10 > th dose independent rect. 4 8
549 10.37 atmosphere 995.0 90 > th dose independent rect. 3 8
550 10.37 atmosphere 1015.0 90 < th dose independent rect. 3 8
551 10.37 precipitation 0.1 10 < th dose independent rect. 4 8
555 10.37 temperature 30.0 720 < th dose independent rect. 8 10
557 10.37 humidity 50.0 270 > th dose independent rect. 6 10
563 10.37 temperature 30.0 720 < th dose independent rect. 6 12
569 10.37 temperature 30.0 720 < th dose independent rect. 6 14
596 10.37 humidity 80.0 720 < th dose dependent rect. 16 3
610 10.37 precipitation 0.1 10 < th dose dependent rect. 4 8
620 10.37 temperature 10.0 30 > th dose dependent rect. 16 14
626 10.37 wind 9.0 43200 > th dose dependent rect. 13 17
630 10.37 wind 5.0 4320 > th dose dependent rect. 17 21
631 10.38 wind 9.0 43200 > th dose independent sin 12 NA
637 10.38 temperature 30.0 720 < th dose independent rect. 12 1
640 10.38 wind 5.0 14400 > th dose independent rect. 6 3
644 10.38 wind 9.0 90 < th dose independent rect. 3 8
645 10.38 precipitation 0.1 90 < th dose independent rect. 3 8
652 10.38 radiation 40.0 270 < th dose independent rect. 1 9
681 10.38 wind 9.0 4320 < th dose independent rect. 15 22
693 10.38 precipitation 0.1 90 < th dose dependent rect. 3 8
713 10.39 humidity 70.0 720 < th dose independent rect. 16 1
749 10.39 precipitation 0.1 270 < th dose independent rect. 16 14
788 10.39 radiation 1.0 720 > th dose dependent rect. 17 2
803 10.39 wind 9.0 43200 > th dose dependent rect. 13 8
820 10.39 precipitation 0.1 270 < th dose dependent rect. 16 14
838 10.40 temperature 30.0 720 < th dose independent sin 3 NA
840 10.40 radiation 10.0 10 < th dose independent sin 10 NA
843 10.40 humidity 50.0 14400 < th dose independent rect. 15 2
844 10.40 wind 5.0 14400 < th dose independent rect. 6 3
849 10.40 wind 5.0 14400 < th dose independent rect. 5 5
875 10.40 wind 1.0 270 > th dose independent rect. 10 15
898 10.40 wind 7.0 4320 < th dose independent rect. 17 21
907 10.40 precipitation 0.1 43200 > th dose dependent rect. 16 2
964 10.40 wind 7.0 4320 > th dose dependent rect. 15 22
966 10.41 wind 5.0 43200 > th dose independent sin 13 NA
970 10.41 radiation 10.0 90 < th dose independent sin 11 NA
983 10.41 humidity 60.0 4320 < th dose independent rect. 12 7
986 10.41 temperature 25.0 270 < th dose independent rect. 18 8