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Os12g0465700

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0136) R2 : 0.404
β1 : 0.729 (0.0499) R2dD : 0.29 R2D : 0.136
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.36 (0.0291) R2dN8 : 0.268 R2N8 : 0.114
σ : 0.256
deviance : 29.93
__
_____
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 = radiation, 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
15.37 0.184 12.1 0.743 0.456 0.308 -0.0312 0.0469 0.39 17.3 16.8 45 -- --
15.38 0.183 12.1 0.742 0.456 0.311 -0.0427 -- 0.39 17.2 16.78 44 -- --
15.37 0.183 12.1 0.745 0.458 0.309 -- 0.0482 0.39 17.3 16.79 47 -- --
15.38 0.183 12.1 0.743 0.458 0.31 -- -- 0.39 17.3 16.79 47 -- --
24.07 0.23 12.1 0.726 -- 0.237 -- 0.0915 0.368 -- 5.384 13 -- --
16.92 0.193 12.1 0.738 0.487 -- 0.133 -- 0.366 20 -- -- -- --
16.97 0.193 12.1 0.734 0.488 -- -- -- 0.366 20 -- -- -- --
24.12 0.23 12.1 0.726 -- 0.237 -- -- 0.369 -- 5.22 17 -- --
29.79 0.254 12.1 -- 0.443 0.293 -- -- 0.305 17.3 11.09 57 -- --
29.93 0.256 12.1 0.729 -- -- -- -- 0.36 -- -- -- -- --
31.18 0.261 12.1 -- 0.483 -- -- -- 0.284 20.1 -- -- -- --
37.76 0.287 12.1 -- -- 0.244 -- -- 0.287 -- 5.903 3 -- --
43.96 0.309 12.1 -- -- -- -- -- 0.279 -- -- -- -- --

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 15.10 humidity 80.0 10 < th dose independent rect. 22 20
2 15.11 humidity 80.0 10 < th dose independent rect. 3 15
5 15.12 humidity 80.0 10 < th dose independent rect. 6 12
11 15.17 wind 1.0 43200 > th dose independent rect. 5 2
12 15.18 humidity 80.0 10 > th dose independent sin 1 NA
13 15.18 wind 1.0 43200 < th dose independent rect. 4 5
14 15.18 wind 1.0 43200 < th dose dependent rect. 5 2
15 15.20 wind 1.0 43200 < th dose independent rect. 5 2
16 15.20 precipitation 0.1 4320 > th dose independent rect. 9 3
17 15.20 precipitation 0.1 4320 > th dose dependent rect. 9 3
18 15.21 humidity 80.0 10 > th dose independent rect. 1 16
19 15.21 humidity 80.0 10 < th dose independent rect. 20 22
22 15.22 wind 1.0 43200 > th dose independent rect. 3 6
27 15.22 wind 1.0 43200 < th dose dependent rect. 3 6
29 15.23 wind 1.0 14400 < th dose independent rect. 1 3
37 15.25 humidity 80.0 10 > th dose independent rect. 1 19
39 15.26 precipitation 0.1 4320 < th dose independent rect. 9 3
41 15.26 precipitation 0.1 4320 < th dose dependent rect. 9 3
44 15.27 wind 1.0 14400 > th dose independent rect. 1 3
45 15.27 precipitation 0.1 4320 > th dose dependent rect. 16 1
48 15.28 precipitation 0.1 4320 < th dose independent rect. 16 1
50 15.28 precipitation 0.1 4320 < th dose dependent rect. 16 1
58 15.30 wind 1.0 14400 < th dose dependent rect. 2 2
61 15.31 wind 1.0 43200 < th dose independent rect. 23 8
71 15.32 humidity 80.0 10 > th dose independent rect. 7 10
76 15.32 radiation 20.0 30 < th dose dependent rect. 17 23
88 15.34 precipitation 0.1 4320 > th dose independent rect. 16 1
95 15.35 humidity 80.0 10 < th dose independent sin 1 NA
99 15.35 humidity 80.0 10 > th dose independent rect. 7 13
114 15.37 wind 1.0 43200 < th dose dependent rect. 23 8
126 15.39 radiation 1.0 90 < th dose independent rect. 5 14
148 15.41 radiation 10.0 30 < th dose dependent rect. 6 10
149 15.41 atmosphere 995.0 30 > th dose dependent rect. 23 14
150 15.41 humidity 70.0 30 > th dose dependent rect. 1 19
153 15.42 humidity 70.0 10 > th dose dependent sin 1 NA
154 15.42 radiation 20.0 30 < th dose dependent sin 0 NA
157 15.42 radiation 20.0 90 < th dose dependent rect. 12 21
168 15.43 precipitation 0.1 4320 > th dose dependent rect. 18 19
174 15.44 radiation 1.0 30 < th dose independent sin 0 NA
180 15.44 radiation 10.0 90 > th dose independent rect. 15 23
182 15.44 precipitation 0.1 4320 > th dose dependent rect. 2 12
199 15.45 humidity 70.0 10 > th dose dependent rect. 6 14
201 15.45 atmosphere 995.0 10 > th dose dependent rect. 20 17
232 15.47 precipitation 0.1 4320 > th dose dependent rect. 18 16
246 15.48 radiation 10.0 90 < th dose dependent rect. 6 13
250 15.48 precipitation 0.1 4320 > th dose dependent rect. 21 20
254 15.49 wind 1.0 43200 < th dose independent sin 8 NA
263 15.49 precipitation 0.1 4320 > th dose dependent rect. 18 11
272 15.49 precipitation 0.1 4320 > th dose dependent rect. 18 23
286 15.50 radiation 20.0 30 < th dose dependent no NA NA
288 15.50 wind 9.0 10 < th dose dependent rect. 13 7
289 15.50 humidity 50.0 10 > th dose dependent rect. 13 7
292 15.50 precipitation 0.1 4320 > th dose dependent rect. 2 15
293 15.50 precipitation 0.1 4320 > th dose dependent rect. 21 17
299 15.50 radiation 20.0 30 < th dose dependent rect. 15 23
300 15.50 radiation 20.0 90 < th dose dependent rect. 21 23
303 15.51 wind 1.0 43200 < th dose independent rect. 18 12
310 15.51 wind 1.0 43200 < th dose dependent rect. 12 1
317 15.52 radiation 1.0 30 > th dose independent sin 0 NA
335 15.52 wind 1.0 43200 < th dose dependent rect. 18 12
339 15.52 precipitation 0.1 14400 > th dose dependent rect. 4 13
343 15.52 temperature 30.0 90 < th dose dependent rect. 20 16
371 15.54 radiation 1.0 90 < th dose independent rect. 5 11
379 15.54 precipitation 0.1 4320 > th dose dependent rect. 18 4
384 15.54 precipitation 0.1 4320 > th dose dependent rect. 16 13
390 15.54 precipitation 0.1 4320 > th dose dependent rect. 16 20
395 15.55 wind 7.0 30 < th dose independent rect. 13 7
408 15.55 precipitation 0.1 4320 > th dose dependent sin 7 NA
419 15.55 precipitation 0.1 4320 > th dose dependent rect. 16 18
434 15.56 precipitation 0.1 4320 > th dose dependent sin 5 NA
437 15.56 precipitation 0.1 14400 > th dose dependent rect. 9 8
438 15.56 humidity 80.0 10 > th dose dependent rect. 6 11
442 15.56 humidity 70.0 30 > th dose dependent rect. 1 15
449 15.56 precipitation 0.1 14400 > th dose dependent rect. 24 20
454 15.57 atmosphere 995.0 14400 > th dose independent rect. 6 5
458 15.57 radiation 1.0 30 < th dose independent rect. 7 9
476 15.58 wind 1.0 43200 < th dose independent rect. 8 1
492 15.58 wind 1.0 43200 < th dose dependent sin 8 NA
495 15.58 precipitation 0.1 4320 > th dose dependent rect. 16 4
498 15.58 precipitation 0.1 14400 > th dose dependent rect. 7 10
509 15.58 precipitation 0.1 14400 > th dose dependent rect. 3 17
531 15.59 precipitation 0.1 4320 > th dose dependent rect. 16 6
537 15.59 precipitation 0.1 4320 > th dose dependent rect. 21 13
554 15.60 wind 1.0 4320 < th dose independent rect. 19 2
558 15.60 precipitation 0.1 14400 < th dose independent rect. 9 8
562 15.60 precipitation 0.1 4320 > th dose independent rect. 2 12
563 15.60 precipitation 0.1 4320 < th dose independent rect. 2 12
576 15.60 precipitation 0.1 14400 < th dose dependent rect. 9 8
580 15.60 precipitation 0.1 4320 < th dose dependent rect. 2 12
596 15.60 atmosphere 995.0 30 > th dose dependent rect. 16 21
599 15.61 wind 1.0 43200 > th dose independent sin 7 NA
607 15.61 precipitation 0.1 4320 < th dose independent rect. 2 15
608 15.61 wind 1.0 43200 > th dose independent rect. 1 16
610 15.61 precipitation 0.1 4320 > th dose dependent rect. 18 1
612 15.61 precipitation 0.1 14400 > th dose dependent rect. 12 5
628 15.61 precipitation 0.1 4320 < th dose dependent rect. 2 15
644 15.61 precipitation 0.1 4320 > th dose dependent rect. 7 22
653 15.62 precipitation 0.1 14400 < th dose independent rect. 12 5
657 15.62 precipitation 0.1 14400 > th dose independent rect. 9 8
661 15.62 precipitation 0.1 14400 < th dose independent rect. 4 13
663 15.62 temperature 20.0 4320 > th dose independent rect. 8 15
665 15.62 precipitation 0.1 4320 > th dose independent rect. 2 15
673 15.62 precipitation 0.1 14400 > th dose dependent sin 2 NA
676 15.62 precipitation 0.1 14400 < th dose dependent rect. 12 5
684 15.62 precipitation 0.1 14400 < th dose dependent rect. 4 13
704 15.63 atmosphere 995.0 14400 > th dose independent rect. 6 3
711 15.63 radiation 10.0 90 > th dose independent rect. 7 10
721 15.63 precipitation 0.1 14400 > th dose independent rect. 4 13
722 15.63 wind 1.0 43200 > th dose independent rect. 3 14
728 15.63 precipitation 0.1 14400 > th dose independent rect. 4 16
735 15.63 wind 1.0 43200 < th dose independent rect. 1 18
737 15.63 atmosphere 995.0 14400 > th dose independent rect. 19 18
743 15.63 wind 1.0 43200 > th dose independent rect. 1 21
744 15.63 wind 1.0 43200 < th dose independent rect. 1 21
752 15.63 precipitation 0.1 4320 > th dose dependent rect. 7 7
765 15.63 atmosphere 995.0 14400 < th dose dependent rect. 23 16
775 15.63 precipitation 0.1 4320 > th dose dependent rect. 11 18
791 15.63 precipitation 0.1 4320 > th dose dependent rect. 11 23
794 15.64 temperature 20.0 270 < th dose independent rect. 11 3
795 15.64 temperature 20.0 270 < th dose independent rect. 10 5
796 15.64 precipitation 0.1 14400 > th dose independent rect. 12 5
801 15.64 wind 7.0 30 < th dose independent rect. 13 10
803 15.64 wind 1.0 43200 > th dose independent rect. 23 14
809 15.64 wind 1.0 43200 < th dose independent rect. 1 16
822 15.64 precipitation 0.1 4320 > th dose dependent no NA NA
823 15.64 humidity 70.0 1440 > th dose dependent rect. 11 1
835 15.64 atmosphere 995.0 270 > th dose dependent rect. 20 15
841 15.64 wind 1.0 43200 < th dose dependent rect. 2 17
866 15.65 humidity 70.0 1440 > th dose independent rect. 11 3
874 15.65 wind 1.0 43200 < th dose independent rect. 3 11
885 15.65 wind 1.0 43200 < th dose independent rect. 3 14
892 15.65 atmosphere 995.0 14400 > th dose independent rect. 22 15
901 15.65 wind 1.0 43200 < th dose independent rect. 3 19
905 15.65 atmosphere 995.0 14400 < th dose dependent sin 6 NA
911 15.65 wind 1.0 4320 < th dose dependent rect. 19 1
914 15.65 wind 1.0 4320 < th dose dependent rect. 19 3
915 15.65 humidity 60.0 10 > th dose dependent rect. 13 3
920 15.65 precipitation 0.1 4320 > th dose dependent rect. 21 9
939 15.65 wind 1.0 43200 < th dose dependent rect. 2 20
957 15.66 precipitation 0.1 14400 < th dose independent rect. 7 10
962 15.66 wind 1.0 43200 > th dose independent rect. 1 13
975 15.66 humidity 80.0 10 < th dose independent rect. 23 15
995 15.66 precipitation 0.1 4320 > th dose independent rect. 21 20
996 15.66 precipitation 0.1 4320 < th dose independent rect. 21 20