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Os01g0139200

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

Description : Octicosapeptide/Phox/Bem1p domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 13.4 (0.0191) R2 : 0.677
β1 : 1.02 (0.0701) R2dD : 0.155 R2D : 0.073
β2 : 1.3 (0.0498) R2dC : 0.482 R2C : 0.425
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.51 (0.0409) R2dN8 : 0.148 R2N8 : 0.0503
σ : 0.36
deviance : 59.04
__
_____
C
peak time of C : 17.3
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
52.01 0.339 13.4 1.05 1.25 0.658 0.79 -0.151 0.55 17.6 79.93 1293 -- --
52.03 0.336 13.4 1.04 1.25 0.651 0.781 -- 0.547 17.6 79.66 1293 -- --
53.46 0.341 13.4 1.04 1.25 0.665 -- 0.0264 0.548 17.5 80 1334 -- --
53.46 0.341 13.4 1.04 1.25 0.664 -- -- 0.55 17.4 79.97 1334 -- --
128.28 0.53 13.4 0.96 -- -0.405 -- -0.0155 0.472 -- 80 1334 -- --
57.54 0.356 13.4 1.02 1.29 -- 0.784 -- 0.507 17.4 -- -- -- --
59.04 0.36 13.4 1.02 1.3 -- -- -- 0.51 17.3 -- -- -- --
128.29 0.53 13.4 0.96 -- -0.405 -- -- 0.472 -- 80 1334 -- --
79.86 0.416 13.4 -- 1.25 0.68 -- -- 0.483 17.5 84.39 1392 -- --
146.84 0.566 13.4 0.973 -- -- -- -- 0.478 -- -- -- -- --
86.32 0.435 13.4 -- 1.28 -- -- -- 0.397 17.4 -- -- -- --
152.59 0.577 13.4 -- -- -0.412 -- -- 0.365 -- 80 1334 -- --
171.82 0.612 13.4 -- -- -- -- -- 0.37 -- -- -- -- --

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 45.09 temperature 20.0 270 > th dose independent rect. 21 5
3 45.34 temperature 20.0 10 > th dose independent rect. 23 5
13 46.31 temperature 20.0 270 > th dose independent rect. 23 1
28 47.92 temperature 15.0 270 > th dose dependent rect. 21 4
34 48.30 temperature 15.0 10 > th dose dependent rect. 23 5
36 48.42 temperature 20.0 270 > th dose independent rect. 11 14
38 48.48 temperature 15.0 270 > th dose dependent rect. 20 6
41 48.53 temperature 15.0 270 > th dose dependent rect. 23 1
58 49.04 temperature 20.0 10 > th dose independent rect. 7 21
66 49.27 temperature 20.0 90 > th dose independent rect. 6 22
68 49.29 humidity 50.0 720 > th dose dependent rect. 20 6
71 49.33 temperature 20.0 270 > th dose independent rect. 6 20
81 49.41 humidity 80.0 90 > th dose dependent rect. 23 4
111 49.77 temperature 20.0 10 > th dose independent rect. 12 16
116 49.84 humidity 70.0 90 > th dose dependent rect. 21 6
129 49.95 humidity 80.0 270 > th dose independent rect. 22 3
134 50.01 humidity 90.0 720 > th dose dependent rect. 20 5
144 50.07 temperature 20.0 720 > th dose independent rect. 14 10
147 50.14 precipitation 0.1 270 < th dose independent rect. 1 21
148 50.14 precipitation 0.1 270 < th dose dependent rect. 1 21
165 50.22 temperature 20.0 90 > th dose independent rect. 22 18
169 50.24 temperature 20.0 270 < th dose independent rect. 16 12
178 50.28 humidity 90.0 720 > th dose independent rect. 20 5
181 50.29 humidity 90.0 720 > th dose dependent rect. 20 1
205 50.37 humidity 70.0 270 > th dose dependent rect. 23 1
212 50.40 precipitation 0.1 270 < th dose independent rect. 1 10
215 50.40 precipitation 0.1 270 < th dose dependent rect. 1 10
216 50.41 temperature 20.0 10 > th dose independent rect. 14 14
230 50.49 humidity 80.0 90 > th dose independent rect. 21 6
234 50.50 humidity 80.0 10 > th dose independent rect. 22 6
237 50.51 precipitation 0.1 270 > th dose independent rect. 2 2
244 50.55 precipitation 0.1 270 < th dose independent rect. 24 23
246 50.55 precipitation 0.1 270 < th dose dependent rect. 24 23
260 50.58 humidity 80.0 270 > th dose independent rect. 23 1
262 50.58 radiation 20.0 270 < th dose independent rect. 15 15
264 50.59 precipitation 0.1 270 > th dose dependent rect. 2 2
274 50.62 precipitation 0.1 270 < th dose independent rect. 16 14
276 50.62 precipitation 0.1 270 < th dose dependent rect. 16 14
299 50.72 radiation 10.0 14400 < th dose dependent rect. 23 5
302 50.73 temperature 20.0 10 > th dose independent rect. 23 18
308 50.75 radiation 10.0 1440 > th dose independent rect. 11 1
341 50.83 radiation 40.0 270 < th dose dependent rect. 15 15
377 50.91 temperature 20.0 10 < th dose independent rect. 18 13
397 50.95 humidity 90.0 720 < th dose dependent rect. 19 2
399 50.95 wind 9.0 90 < th dose dependent rect. 3 10
401 50.95 wind 9.0 90 < th dose dependent rect. 3 20
406 50.96 humidity 90.0 720 > th dose dependent rect. 9 16
411 50.97 wind 7.0 90 < th dose dependent rect. 3 8
414 50.98 wind 9.0 90 < th dose dependent rect. 3 18
420 51.00 humidity 80.0 30 > th dose dependent rect. 7 21
447 51.07 humidity 50.0 270 > th dose independent rect. 16 14
471 51.12 temperature 30.0 90 < th dose independent rect. 17 14
486 51.15 temperature 20.0 270 < th dose independent sin 14 NA
491 51.15 humidity 90.0 720 < th dose dependent rect. 19 5
494 51.16 precipitation 0.1 720 < th dose independent rect. 18 17
501 51.16 precipitation 0.1 720 < th dose dependent rect. 18 17
535 51.20 temperature 15.0 90 > th dose independent rect. 3 20
539 51.21 wind 7.0 270 < th dose independent rect. 1 10
544 51.21 temperature 15.0 270 > th dose independent rect. 1 20
558 51.24 humidity 90.0 720 < th dose dependent rect. 18 10
567 51.27 temperature 15.0 270 > th dose independent rect. 1 10
575 51.28 wind 9.0 270 < th dose dependent rect. 1 10
576 51.29 humidity 90.0 720 > th dose independent rect. 20 1
587 51.31 temperature 30.0 270 < th dose independent rect. 21 4
588 51.31 humidity 50.0 270 > th dose independent rect. 21 4
591 51.31 atmosphere 995.0 270 > th dose independent rect. 21 4
592 51.31 atmosphere 1010.0 270 < th dose independent rect. 21 4
593 51.31 radiation 1.0 270 < th dose independent rect. 21 4
605 51.31 radiation 1.0 270 < th dose dependent rect. 21 4
612 51.32 temperature 20.0 90 < th dose independent sin 11 NA
624 51.33 wind 9.0 270 < th dose independent rect. 21 4
629 51.33 radiation 20.0 1440 < th dose dependent rect. 11 3
631 51.34 temperature 30.0 90 < th dose independent rect. 23 4
632 51.34 humidity 50.0 90 > th dose independent rect. 23 4
635 51.34 atmosphere 995.0 90 > th dose independent rect. 23 4
636 51.34 radiation 1.0 90 < th dose independent rect. 23 4
650 51.34 radiation 1.0 90 < th dose dependent rect. 23 4
672 51.35 precipitation 0.1 270 < th dose independent rect. 21 4
681 51.35 precipitation 0.1 270 < th dose dependent rect. 21 4
688 51.37 humidity 80.0 1440 > th dose independent rect. 11 3
698 51.38 precipitation 0.1 270 > th dose independent rect. 24 4
700 51.38 precipitation 0.1 270 > th dose independent rect. 20 8
711 51.39 temperature 20.0 90 > th dose independent rect. 22 11
715 51.39 wind 9.0 90 < th dose dependent rect. 23 4
723 51.40 wind 9.0 90 < th dose independent rect. 3 20
728 51.41 temperature 20.0 270 > th dose independent sin 14 NA
744 51.43 temperature 20.0 270 < th dose independent rect. 23 4
749 51.43 wind 9.0 270 < th dose independent rect. 1 20
767 51.46 temperature 20.0 270 > th dose independent rect. 20 12
774 51.46 radiation 10.0 10 < th dose independent rect. 4 20
776 51.46 temperature 30.0 90 < th dose dependent rect. 17 14
780 51.47 humidity 90.0 720 < th dose independent rect. 18 6
794 51.48 humidity 80.0 1440 < th dose independent rect. 11 3
798 51.48 wind 3.0 90 < th dose independent rect. 3 8
815 51.50 wind 9.0 270 < th dose independent rect. 11 14
824 51.51 humidity 50.0 270 > th dose independent rect. 1 10
832 51.52 temperature 10.0 270 > th dose independent rect. 6 10
833 51.52 atmosphere 1015.0 270 < th dose independent rect. 6 10
835 51.52 temperature 10.0 270 > th dose independent rect. 16 14
869 51.55 temperature 20.0 10 < th dose independent sin 10 NA
871 51.55 precipitation 0.1 720 < th dose independent rect. 18 19
872 51.55 atmosphere 1015.0 270 < th dose independent rect. 1 20
877 51.55 precipitation 0.1 720 < th dose dependent rect. 18 19
880 51.56 wind 9.0 270 < th dose independent rect. 6 10
883 51.56 temperature 20.0 270 < th dose dependent rect. 23 5
885 51.57 humidity 90.0 720 < th dose independent rect. 19 2
893 51.58 atmosphere 995.0 270 > th dose independent rect. 1 10
894 51.58 atmosphere 1015.0 270 < th dose independent rect. 1 10
895 51.58 temperature 10.0 270 > th dose independent rect. 11 14
908 51.60 precipitation 0.1 90 < th dose independent sin 7 NA
909 51.60 wind 9.0 270 < th dose independent rect. 16 14
911 51.60 precipitation 0.1 90 < th dose dependent sin 7 NA
916 51.61 precipitation 0.1 720 < th dose independent rect. 18 10
921 51.61 humidity 70.0 1440 > th dose dependent rect. 11 3
922 51.61 precipitation 0.1 270 > th dose dependent rect. 24 4
925 51.61 precipitation 0.1 720 < th dose dependent rect. 18 10
935 51.62 atmosphere 1000.0 10 > th dose dependent rect. 17 14
938 51.63 precipitation 0.1 270 < th dose independent rect. 6 10
941 51.63 atmosphere 1015.0 90 < th dose independent rect. 3 20
946 51.63 precipitation 0.1 270 < th dose dependent rect. 6 10
953 51.64 precipitation 0.1 10 < th dose independent rect. 3 19
957 51.64 precipitation 0.1 10 < th dose dependent rect. 3 19
964 51.65 wind 9.0 270 < th dose dependent rect. 1 20
990 51.69 atmosphere 1015.0 90 < th dose dependent rect. 23 4
992 51.69 humidity 50.0 720 > th dose dependent rect. 20 12
994 51.70 atmosphere 1005.0 90 > th dose independent rect. 17 14
1000 51.71 radiation 20.0 1440 < th dose independent rect. 13 1