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Os01g0839500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Histone H2B family protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
63.95 | 0.372 | 13.2 | 0.142 | 1.72 | 0.116 | -0.831 | 1.21 | -0.0448 | 19.8 | 20 | 10 | -- | -- |
67.95 | 0.384 | 13.2 | 0.121 | 1.69 | 0.229 | -1.22 | -- | -0.0344 | 20 | 18.59 | 3 | -- | -- |
63.96 | 0.375 | 13.2 | 0.164 | 1.74 | 0.142 | -- | 1.52 | -0.0439 | 19.9 | 20 | 10 | -- | -- |
73.82 | 0.4 | 13.2 | 0.17 | 1.75 | 0.261 | -- | -- | -0.0391 | 20 | 18.54 | 3 | -- | -- |
173.23 | 0.616 | 13.1 | 0.262 | -- | -0.657 | -- | 0.958 | -0.0181 | -- | 0.03707 | 6 | -- | -- |
70.78 | 0.394 | 13.2 | 0.172 | 1.68 | -- | -1.47 | -- | -0.0478 | 19.7 | -- | -- | -- | -- |
76.83 | 0.41 | 13.2 | 0.211 | 1.68 | -- | -- | -- | -0.049 | 19.6 | -- | -- | -- | -- |
179.46 | 0.627 | 13.1 | 0.225 | -- | -0.657 | -- | -- | -0.0302 | -- | 0.03707 | 6 | -- | -- |
74.8 | 0.403 | 13.2 | -- | 1.77 | 0.284 | -- | -- | -0.0615 | 20.1 | 18.3 | 3 | -- | -- |
228.09 | 0.706 | 13.1 | 0.187 | -- | -- | -- | -- | -0.0743 | -- | -- | -- | -- | -- |
78 | 0.413 | 13.2 | -- | 1.68 | -- | -- | -- | -0.0724 | 19.6 | -- | -- | -- | -- |
180.8 | 0.628 | 13.1 | -- | -- | -0.654 | -- | -- | -0.0553 | -- | 0.03911 | 6 | -- | -- |
229.01 | 0.706 | 13.1 | -- | -- | -- | -- | -- | -0.095 | -- | -- | -- | -- | -- |
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 | 55.73 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 7 | 8 |
3 | 57.76 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 6 | 7 |
4 | 57.80 | radiation | 1.0 | 10 | > th | dose independent | rect. | 6 | 8 |
6 | 57.91 | temperature | 15.0 | 10 | > th | dose independent | rect. | 14 | 16 |
7 | 57.92 | temperature | 15.0 | 90 | > th | dose independent | rect. | 5 | 23 |
9 | 57.98 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 8 |
10 | 57.98 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 8 |
11 | 58.03 | wind | 9.0 | 10 | < th | dose independent | rect. | 14 | 16 |
13 | 58.06 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 8 |
15 | 58.06 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 8 |
16 | 58.06 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 8 |
19 | 58.10 | radiation | 40.0 | 10 | < th | dose independent | rect. | 14 | 16 |
22 | 58.17 | wind | 9.0 | 30 | < th | dose independent | rect. | 6 | 8 |
38 | 58.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 15 | 16 |
46 | 58.31 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 14 | 16 |
52 | 58.41 | wind | 5.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
65 | 58.49 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 3 | 3 |
93 | 58.76 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 14 | 16 |
94 | 58.76 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 4 | 2 |
95 | 58.76 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 14 | 16 |
96 | 58.80 | wind | 3.0 | 90 | < th | dose independent | rect. | 3 | 3 |
103 | 58.82 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 14 | 16 |
105 | 58.83 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
107 | 58.84 | radiation | 30.0 | 10 | < th | dose independent | rect. | 12 | 18 |
109 | 58.85 | wind | 7.0 | 90 | < th | dose independent | rect. | 6 | 21 |
111 | 58.87 | radiation | 10.0 | 10 | < th | dose independent | rect. | 4 | 2 |
124 | 58.98 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 3 | 3 |
132 | 59.05 | wind | 7.0 | 10 | < th | dose independent | rect. | 6 | 22 |
133 | 59.05 | wind | 9.0 | 10 | < th | dose dependent | rect. | 4 | 2 |
134 | 59.05 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 6 | 8 |
135 | 59.05 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 6 | 22 |
141 | 59.08 | wind | 5.0 | 10 | < th | dose independent | rect. | 4 | 2 |
147 | 59.14 | radiation | 10.0 | 90 | < th | dose independent | rect. | 3 | 3 |
153 | 59.16 | temperature | 15.0 | 90 | > th | dose independent | rect. | 6 | 21 |
158 | 59.19 | temperature | 10.0 | 10 | > th | dose independent | rect. | 4 | 2 |
160 | 59.19 | temperature | 30.0 | 10 | < th | dose independent | rect. | 4 | 2 |
161 | 59.19 | humidity | 50.0 | 10 | > th | dose independent | rect. | 4 | 2 |
164 | 59.19 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 4 | 2 |
165 | 59.19 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 4 | 2 |
170 | 59.19 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 22 |
171 | 59.19 | wind | 9.0 | 30 | < th | dose dependent | rect. | 6 | 8 |
172 | 59.20 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 4 | 2 |
175 | 59.21 | temperature | 10.0 | 90 | > th | dose independent | rect. | 3 | 3 |
177 | 59.21 | temperature | 30.0 | 90 | < th | dose independent | rect. | 3 | 3 |
178 | 59.21 | humidity | 50.0 | 90 | > th | dose independent | rect. | 3 | 3 |
181 | 59.21 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 3 | 3 |
182 | 59.21 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 3 | 3 |
190 | 59.22 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 4 | 2 |
192 | 59.22 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 4 | 2 |
194 | 59.23 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 3 |
195 | 59.23 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
197 | 59.23 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 3 |
213 | 59.31 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 22 |
214 | 59.31 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 22 |
220 | 59.36 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 23 |
221 | 59.36 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 4 | 2 |
223 | 59.36 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 14 | 16 |
228 | 59.39 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 1 | 4 |
241 | 59.44 | humidity | 50.0 | 10 | > th | dose independent | rect. | 14 | 16 |
251 | 59.47 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
258 | 59.49 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 6 | 8 |
261 | 59.50 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
268 | 59.52 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 1 |
270 | 59.52 | temperature | 30.0 | 90 | < th | dose independent | rect. | 4 | 1 |
271 | 59.52 | humidity | 50.0 | 90 | > th | dose independent | rect. | 4 | 1 |
274 | 59.52 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 4 | 1 |
275 | 59.52 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 4 | 1 |
285 | 59.53 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 1 |
287 | 59.53 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
290 | 59.53 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 1 |
318 | 59.69 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 6 | 21 |
319 | 59.69 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 6 | 21 |
366 | 59.91 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 4 | 2 |
372 | 59.93 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 22 |
377 | 59.97 | radiation | 40.0 | 90 | > th | dose independent | rect. | 15 | 1 |
394 | 59.97 | radiation | 40.0 | 90 | > th | dose dependent | rect. | 15 | 1 |
413 | 59.98 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 6 | 21 |
418 | 60.00 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 1 | 4 |
421 | 60.01 | temperature | 15.0 | 270 | > th | dose independent | rect. | 3 | 23 |
450 | 60.13 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 3 | 4 |
454 | 60.13 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 14 | 16 |
461 | 60.16 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 4 | 2 |
473 | 60.20 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 4 |
476 | 60.21 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 4 |
478 | 60.21 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 4 |
479 | 60.21 | humidity | 50.0 | 270 | > th | dose independent | rect. | 1 | 4 |
482 | 60.21 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 4 |
483 | 60.21 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 1 | 4 |
485 | 60.21 | radiation | 1.0 | 270 | < th | dose independent | rect. | 1 | 4 |
490 | 60.21 | wind | 1.0 | 10 | > th | dose independent | rect. | 6 | 8 |
494 | 60.21 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 1 | 4 |
506 | 60.24 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 2 | 1 |
509 | 60.26 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 4 |
510 | 60.26 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 4 |
546 | 60.30 | humidity | 90.0 | 10 | < th | dose independent | rect. | 6 | 8 |
592 | 60.38 | wind | 9.0 | 90 | < th | dose dependent | rect. | 6 | 21 |
605 | 60.41 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 3 | 3 |
618 | 60.44 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 16 | 15 |
681 | 60.50 | wind | 9.0 | 30 | < th | dose dependent | rect. | 14 | 16 |
683 | 60.51 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 8 |
686 | 60.51 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 4 | 1 |
713 | 60.55 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
720 | 60.55 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 6 | 21 |
729 | 60.60 | wind | 9.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
730 | 60.60 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
733 | 60.60 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
738 | 60.60 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
743 | 60.60 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 3 | 4 |
744 | 60.60 | radiation | 40.0 | 1440 | < th | dose independent | rect. | 3 | 4 |
749 | 60.60 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 20 |
757 | 60.61 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
764 | 60.64 | temperature | 15.0 | 270 | > th | dose independent | rect. | 1 | 14 |
773 | 60.66 | radiation | 20.0 | 4320 | < th | dose independent | rect. | 4 | 2 |
780 | 60.67 | humidity | 60.0 | 270 | > th | dose dependent | rect. | 2 | 1 |
799 | 60.70 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 1 | 10 |
827 | 60.75 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 3 | 8 |
829 | 60.76 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 12 |
830 | 60.76 | radiation | 1.0 | 90 | > th | dose independent | rect. | 18 | 20 |
843 | 60.79 | wind | 5.0 | 270 | < th | dose independent | rect. | 2 | 1 |
848 | 60.79 | temperature | 30.0 | 90 | < th | dose independent | rect. | 6 | 8 |
849 | 60.79 | radiation | 1.0 | 90 | < th | dose independent | rect. | 3 | 8 |
884 | 60.81 | wind | 9.0 | 10 | < th | dose dependent | rect. | 6 | 22 |
892 | 60.82 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 3 | 10 |
893 | 60.83 | humidity | 90.0 | 90 | > th | dose independent | rect. | 3 | 9 |
942 | 60.89 | temperature | 20.0 | 270 | > th | dose independent | rect. | 2 | 1 |
980 | 60.93 | humidity | 80.0 | 90 | > th | dose independent | rect. | 6 | 6 |
981 | 60.93 | humidity | 50.0 | 90 | > th | dose independent | rect. | 6 | 8 |