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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os02g0580600

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

Description : Similar to Dimethylaniline monooxygenase-like protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 2.91 (0.0181) R2 : 0.0122
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0904 (0.0382) R2dN8 : 0.0157 R2N8 : 0.0122
σ : 0.342
deviance : 53.55
__
_____
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 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
51.22 0.336 2.89 0.132 0.3 -0.272 -1.35 1.27 0.129 11.8 0.2099 93 -- --
52.53 0.338 2.88 0.0704 0.226 -0.188 0.112 -- 0.14 12.5 0.1708 118 -- --
52.62 0.34 2.9 0.0508 0.186 -0.159 -- 0.162 0.095 10.6 0.2099 93 -- --
52.31 0.337 2.9 0.0548 0.238 -0.225 -- -- 0.136 12.2 0.19 118 -- --
53.04 0.339 2.91 0.0438 -- -0.056 -- 0.143 0.0989 -- 0.14 119 -- --
53.39 0.343 2.9 0.0356 0.0464 -- -0.0683 -- 0.0931 4.89 -- -- -- --
53.4 0.342 2.9 0.0358 0.0461 -- -- -- 0.0934 5.09 -- -- -- --
53.21 0.34 2.91 0.0404 -- -0.055 -- -- 0.0977 -- 0.13 119 -- --
52.31 0.337 2.9 -- 0.247 -0.24 -- -- 0.109 12.1 0.1796 119 -- --
53.51 0.342 2.91 0.0375 -- -- -- -- 0.0946 -- -- -- -- --
53.43 0.342 2.91 -- 0.0468 -- -- -- 0.0894 5.06 -- -- -- --
53.25 0.34 2.91 -- -- -0.0534 -- -- 0.0964 -- 0.1394 119 -- --
53.55 0.342 2.91 -- -- -- -- -- 0.0904 -- -- -- -- --

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 45.45 radiation 10.0 1440 < th dose dependent rect. 21 1
5 45.63 temperature 10.0 30 > th dose dependent rect. 20 1
6 45.64 temperature 20.0 30 > th dose independent rect. 20 1
7 45.64 humidity 90.0 30 < th dose independent rect. 20 1
9 45.64 atmosphere 995.0 30 > th dose dependent rect. 20 1
11 45.65 atmosphere 1000.0 30 > th dose independent rect. 20 1
13 45.66 wind 1.0 30 > th dose independent rect. 20 1
14 45.66 wind 7.0 30 < th dose independent rect. 20 1
16 45.66 temperature 10.0 30 > th dose independent rect. 20 1
18 45.66 temperature 30.0 30 < th dose independent rect. 20 1
19 45.66 humidity 50.0 30 > th dose independent rect. 20 1
23 45.66 atmosphere 1010.0 30 < th dose independent rect. 20 1
25 45.66 radiation 1.0 30 < th dose independent rect. 20 1
30 45.66 precipitation 0.1 30 < th dose independent rect. 20 1
31 45.66 temperature 10.0 30 > th dose independent rect. 21 23
33 45.66 radiation 1.0 30 < th dose dependent rect. 20 1
38 45.66 precipitation 0.1 30 < th dose dependent rect. 20 1
39 45.67 temperature 10.0 1440 > th dose independent rect. 21 1
42 45.67 temperature 30.0 1440 < th dose independent rect. 21 1
46 45.67 humidity 50.0 1440 > th dose independent rect. 21 1
52 45.67 atmosphere 995.0 1440 > th dose independent rect. 21 1
53 45.67 radiation 1.0 1440 < th dose independent rect. 21 1
73 45.67 temperature 10.0 1440 > th dose independent rect. 22 23
80 45.70 wind 1.0 30 > th dose dependent rect. 20 1
81 45.70 wind 9.0 30 < th dose dependent rect. 20 1
83 45.71 humidity 50.0 30 > th dose dependent rect. 20 1
92 45.76 humidity 90.0 30 < th dose dependent rect. 20 1
95 45.81 atmosphere 1015.0 30 < th dose dependent rect. 20 1
106 46.14 temperature 30.0 30 < th dose dependent rect. 20 1
154 47.38 humidity 90.0 10 < th dose independent rect. 4 1
156 47.47 wind 9.0 30 < th dose independent rect. 21 23
160 47.54 wind 1.0 30 > th dose independent rect. 4 1
161 47.54 temperature 25.0 10 > th dose independent rect. 4 1
164 47.56 temperature 25.0 90 > th dose dependent rect. 4 1
166 47.67 atmosphere 1005.0 30 > th dose dependent rect. 4 1
167 47.68 wind 1.0 30 > th dose dependent rect. 4 1
172 47.87 temperature 25.0 90 > th dose independent rect. 2 3
175 47.89 wind 5.0 30 < th dose independent rect. 4 1
177 47.89 temperature 30.0 30 < th dose dependent rect. 4 1
180 47.90 temperature 10.0 30 > th dose independent rect. 4 1
182 47.90 temperature 30.0 30 < th dose independent rect. 4 1
183 47.90 humidity 50.0 30 > th dose independent rect. 4 1
187 47.90 atmosphere 995.0 30 > th dose independent rect. 4 1
188 47.90 atmosphere 1010.0 30 < th dose independent rect. 4 1
190 47.90 radiation 1.0 30 < th dose independent rect. 4 1
195 47.90 precipitation 0.1 30 < th dose independent rect. 4 1
196 47.90 temperature 10.0 30 > th dose independent rect. 5 23
198 47.90 radiation 1.0 30 < th dose dependent rect. 4 1
203 47.90 precipitation 0.1 30 < th dose dependent rect. 4 1
206 47.92 wind 9.0 30 < th dose dependent rect. 4 1
207 47.92 temperature 10.0 30 > th dose dependent rect. 4 1
210 47.93 humidity 50.0 30 > th dose dependent rect. 4 1
219 47.95 atmosphere 1015.0 30 < th dose dependent rect. 4 1
252 48.01 wind 7.0 1440 < th dose independent rect. 5 1
254 48.01 temperature 10.0 1440 > th dose independent rect. 5 1
257 48.01 temperature 30.0 1440 < th dose independent rect. 5 1
261 48.01 humidity 50.0 1440 > th dose independent rect. 5 1
270 48.01 atmosphere 995.0 1440 > th dose independent rect. 5 1
271 48.01 atmosphere 1015.0 1440 < th dose independent rect. 5 1
272 48.01 radiation 20.0 1440 < th dose independent rect. 5 1
281 48.01 temperature 10.0 1440 > th dose independent rect. 6 23
300 48.27 atmosphere 995.0 30 > th dose independent rect. 5 23
320 48.49 humidity 90.0 90 < th dose dependent rect. 4 1
325 48.55 atmosphere 995.0 30 > th dose independent rect. 21 23
326 48.55 humidity 90.0 10 < th dose dependent rect. 4 1
340 48.82 wind 9.0 30 < th dose independent rect. 5 23
342 48.84 precipitation 0.1 30 < th dose independent rect. 5 23
343 48.84 precipitation 0.1 30 < th dose dependent rect. 5 23
356 49.15 precipitation 0.1 30 < th dose independent rect. 21 23
357 49.15 precipitation 0.1 30 < th dose dependent rect. 21 23
371 49.46 temperature 25.0 10 > th dose independent rect. 20 10
384 49.68 temperature 30.0 10 < th dose independent rect. 5 23
386 49.71 temperature 30.0 10 < th dose independent rect. 21 23
431 50.31 humidity 50.0 30 > th dose independent rect. 21 23
438 50.40 humidity 50.0 30 > th dose independent rect. 5 23
442 50.41 temperature 25.0 10 > th dose dependent rect. 20 10
475 50.71 precipitation 0.1 720 < th dose independent rect. 17 12
476 50.71 precipitation 0.1 720 < th dose dependent rect. 17 12
492 50.82 radiation 1.0 10 < th dose dependent rect. 4 4
496 50.83 atmosphere 1005.0 270 > th dose dependent rect. 1 1
501 50.86 precipitation 0.1 720 < th dose independent rect. 17 20
505 50.86 precipitation 0.1 720 < th dose dependent rect. 17 20
508 50.87 precipitation 0.1 720 < th dose independent rect. 9 20
511 50.87 precipitation 0.1 720 < th dose dependent rect. 9 20
529 50.92 temperature 30.0 720 < th dose independent rect. 17 12
554 50.94 wind 9.0 720 < th dose independent rect. 17 12
558 50.96 radiation 1.0 10 < th dose independent rect. 4 10
566 50.97 temperature 10.0 90 > th dose dependent rect. 19 10
568 50.98 atmosphere 995.0 720 > th dose independent rect. 5 12
572 50.99 precipitation 0.1 720 < th dose independent rect. 17 4
574 50.99 precipitation 0.1 720 < th dose dependent rect. 17 4
575 51.00 wind 9.0 720 < th dose independent rect. 17 4
576 51.00 temperature 10.0 720 > th dose independent rect. 5 12
577 51.00 temperature 10.0 720 > th dose independent rect. 17 12
578 51.00 atmosphere 995.0 720 > th dose independent rect. 17 12
579 51.00 atmosphere 1015.0 720 < th dose independent rect. 5 12
580 51.00 radiation 20.0 720 < th dose independent rect. 17 12
586 51.01 radiation 1.0 90 < th dose dependent rect. 19 23
594 51.03 atmosphere 1000.0 720 > th dose independent rect. 5 4
595 51.03 radiation 1.0 90 < th dose dependent rect. 1 23
598 51.04 temperature 30.0 720 < th dose independent rect. 17 4
599 51.04 radiation 1.0 90 < th dose independent rect. 19 23
602 51.05 humidity 60.0 720 > th dose independent rect. 5 4
603 51.05 atmosphere 995.0 720 > th dose independent rect. 21 20
610 51.06 humidity 50.0 720 > th dose independent rect. 17 12
613 51.07 temperature 10.0 720 > th dose independent rect. 17 4
614 51.07 radiation 30.0 720 < th dose independent rect. 17 4
616 51.07 temperature 10.0 720 > th dose independent rect. 21 20
618 51.08 wind 9.0 720 < th dose independent rect. 5 4
619 51.08 temperature 10.0 720 > th dose independent rect. 5 4
622 51.08 atmosphere 995.0 720 > th dose independent rect. 17 4
623 51.08 atmosphere 1015.0 720 < th dose independent rect. 5 4
625 51.08 precipitation 0.1 720 < th dose independent rect. 5 12
626 51.08 temperature 10.0 720 > th dose independent rect. 9 20
629 51.08 radiation 40.0 720 < th dose dependent rect. 17 12
630 51.08 precipitation 0.1 720 < th dose dependent rect. 5 12
632 51.09 precipitation 0.1 720 < th dose independent rect. 1 4
633 51.09 atmosphere 995.0 720 > th dose independent rect. 9 20
634 51.09 precipitation 0.1 720 < th dose dependent rect. 1 4
637 51.10 temperature 30.0 720 < th dose independent rect. 5 4
642 51.12 atmosphere 995.0 720 > th dose independent rect. 13 4
647 51.13 wind 1.0 720 > th dose independent rect. 17 4
648 51.13 precipitation 0.1 720 < th dose independent rect. 5 4
649 51.13 atmosphere 995.0 720 > th dose independent rect. 5 20
653 51.13 precipitation 0.1 720 < th dose dependent rect. 5 4
660 51.14 precipitation 0.1 1440 < th dose independent rect. 21 1
662 51.14 wind 9.0 720 < th dose independent rect. 1 4
664 51.14 temperature 10.0 720 > th dose independent rect. 1 4
665 51.14 temperature 30.0 720 < th dose independent rect. 1 4
666 51.14 humidity 50.0 720 > th dose independent rect. 1 4
669 51.14 atmosphere 995.0 720 > th dose independent rect. 1 4
670 51.14 radiation 20.0 720 < th dose independent rect. 1 4
673 51.14 temperature 10.0 720 > th dose independent rect. 5 20
675 51.14 precipitation 0.1 1440 < th dose dependent rect. 21 1
677 51.15 temperature 10.0 720 > th dose independent rect. 13 4
678 51.15 atmosphere 1015.0 720 < th dose independent rect. 13 4
679 51.15 precipitation 0.1 720 < th dose independent rect. 13 4
680 51.15 wind 9.0 720 < th dose independent rect. 17 20
681 51.15 temperature 10.0 720 > th dose independent rect. 17 20
683 51.15 radiation 40.0 720 < th dose dependent rect. 1 4
684 51.15 precipitation 0.1 720 < th dose dependent rect. 13 4
700 51.16 humidity 50.0 720 > th dose independent rect. 17 4
702 51.16 atmosphere 995.0 720 > th dose independent rect. 17 20
711 51.16 radiation 20.0 720 < th dose dependent rect. 1 4
713 51.16 radiation 1.0 90 < th dose dependent rect. 7 22
719 51.17 radiation 1.0 90 < th dose dependent rect. 3 18
720 51.18 radiation 1.0 720 < th dose independent rect. 1 4
722 51.18 radiation 40.0 720 < th dose dependent rect. 17 4
723 51.18 radiation 1.0 90 < th dose dependent rect. 19 18
726 51.19 radiation 1.0 90 < th dose dependent rect. 15 14
727 51.19 radiation 1.0 90 < th dose dependent rect. 19 15
728 51.19 radiation 1.0 90 < th dose dependent rect. 13 16
730 51.20 radiation 1.0 90 < th dose independent rect. 19 15
731 51.20 radiation 1.0 90 < th dose independent rect. 19 18
734 51.20 radiation 1.0 90 < th dose dependent rect. 19 13
737 51.20 radiation 1.0 90 < th dose dependent rect. 19 20
738 51.21 wind 1.0 720 > th dose independent rect. 13 4
739 51.21 atmosphere 1015.0 720 < th dose independent rect. 17 4
740 51.21 radiation 1.0 90 < th dose independent rect. 19 13
743 51.21 radiation 1.0 90 < th dose dependent rect. 15 22
744 51.21 radiation 1.0 90 < th dose dependent rect. 17 22
750 51.22 radiation 1.0 90 < th dose independent rect. 19 20
751 51.22 radiation 1.0 90 > th dose independent rect. 13 23
770 51.23 radiation 1.0 90 < th dose independent rect. 1 23
782 51.24 radiation 1.0 90 < th dose independent rect. 7 22
799 51.25 radiation 1.0 90 < th dose dependent rect. 15 19
800 51.25 radiation 1.0 90 < th dose dependent rect. 17 20
801 51.25 radiation 1.0 90 < th dose dependent rect. 13 21
812 51.26 radiation 1.0 90 < th dose dependent rect. 13 19
818 51.27 precipitation 0.1 90 < th dose independent rect. 19 10
820 51.27 atmosphere 995.0 90 > th dose independent rect. 5 14
821 51.27 radiation 1.0 90 < th dose independent rect. 13 16
822 51.27 humidity 50.0 720 > th dose independent rect. 17 20
827 51.27 precipitation 0.1 90 < th dose dependent rect. 19 10
832 51.28 radiation 1.0 90 < th dose independent rect. 15 14
837 51.28 radiation 1.0 90 < th dose dependent rect. 17 12
838 51.28 radiation 1.0 90 < th dose dependent rect. 17 16
845 51.29 radiation 1.0 90 < th dose dependent no NA NA
875 51.31 wind 9.0 90 < th dose independent rect. 19 10
891 51.32 temperature 10.0 90 > th dose independent rect. 19 10
892 51.32 temperature 30.0 90 < th dose independent rect. 19 10
893 51.32 humidity 50.0 90 > th dose independent rect. 19 10
895 51.32 atmosphere 995.0 90 > th dose independent rect. 19 10
896 51.32 radiation 20.0 90 < th dose independent rect. 19 10
899 51.32 temperature 10.0 90 > th dose independent rect. 5 14
900 51.32 atmosphere 1015.0 90 < th dose independent rect. 5 14
901 51.32 precipitation 0.1 90 < th dose independent rect. 5 14
904 51.32 radiation 40.0 90 < th dose dependent rect. 19 10
905 51.32 precipitation 0.1 90 < th dose dependent rect. 5 14
915 51.33 temperature 25.0 14400 > th dose dependent rect. 4 1
920 51.33 radiation 20.0 90 < th dose dependent rect. 19 10
937 51.34 radiation 1.0 90 < th dose independent rect. 19 10
961 51.37 radiation 1.0 90 < th dose independent rect. 17 12
962 51.37 wind 1.0 90 > th dose independent rect. 5 14
963 51.37 radiation 1.0 30 < th dose independent rect. 4 17
977 51.39 atmosphere 1000.0 720 > th dose independent rect. 21 4
981 51.40 wind 9.0 90 < th dose independent rect. 5 14
982 51.40 precipitation 0.1 720 < th dose independent rect. 1 20
983 51.40 radiation 1.0 90 < th dose independent rect. 17 23
991 51.40 precipitation 0.1 720 < th dose dependent rect. 1 20
994 51.41 precipitation 0.1 720 < th dose independent rect. 21 20
1000 51.41 precipitation 0.1 720 < th dose dependent rect. 21 20