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Os12g0241000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Iojap-related protein 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 = temperature,
response mode = > th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
134.32 | 0.545 | 10.5 | -0.403 | 1.58 | 2.78 | 0.703 | -2.01 | -0.425 | 17.7 | 9.825 | 283 | 13 | 15.8 |
137.05 | 0.545 | 10.5 | -0.123 | 1.65 | 2.93 | 0.758 | -- | -0.422 | 17.2 | 8.096 | 369 | 12.6 | 15.7 |
131.74 | 0.535 | 10.5 | -0.336 | 1.83 | 3.12 | -- | -1.67 | -0.39 | 16.7 | 7.531 | 339 | 13.2 | 15.4 |
135.53 | 0.542 | 10.5 | -0.189 | 1.89 | 3.12 | -- | -- | -0.388 | 16.7 | 5.471 | 366 | 12.9 | 15.4 |
182.89 | 0.63 | 10.4 | -0.0328 | -- | 3.68 | -- | 1.21 | -0.299 | -- | 10.65 | 361 | 11 | 15.5 |
226.37 | 0.705 | 10.5 | 0.153 | 2.81 | -- | -0.0166 | -- | -0.145 | 20.2 | -- | -- | -- | -- |
226.37 | 0.705 | 10.5 | 0.154 | 2.81 | -- | -- | -- | -0.145 | 20.2 | -- | -- | -- | -- |
167.25 | 0.602 | 10.4 | -0.256 | -- | 3.68 | -- | -- | -0.361 | -- | 11.99 | 360 | 11.5 | 13.8 |
135.98 | 0.543 | 10.5 | -- | 1.87 | 3.2 | -- | -- | -0.375 | 16.5 | 4.95 | 372 | 12.8 | 15.5 |
660.67 | 1.2 | 10.4 | 0.132 | -- | -- | -- | -- | -0.177 | -- | -- | -- | -- | -- |
227 | 0.705 | 10.5 | -- | 2.81 | -- | -- | -- | -0.162 | 20.2 | -- | -- | -- | -- |
167.36 | 0.603 | 10.4 | -- | -- | 3.59 | -- | -- | -0.335 | -- | 11.44 | 391 | 11.1 | 13.6 |
661.14 | 1.2 | 10.4 | -- | -- | -- | -- | -- | -0.192 | -- | -- | -- | -- | -- |
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 | 134.88 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 16 |
13 | 141.48 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 11 | 9 |
59 | 149.51 | radiation | 1.0 | 270 | < th | dose independent | rect. | 16 | 9 |
60 | 149.52 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 16 | 9 |
65 | 150.21 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 17 |
97 | 152.48 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 16 | 8 |
98 | 152.54 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 17 |
99 | 152.56 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 24 | 20 |
105 | 152.63 | temperature | 25.0 | 270 | > th | dose independent | rect. | 13 | 7 |
117 | 153.23 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 19 | 8 |
125 | 153.76 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 15 | 17 |
128 | 153.88 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 10 | 14 |
148 | 154.53 | temperature | 30.0 | 270 | < th | dose independent | rect. | 17 | 8 |
161 | 155.39 | wind | 9.0 | 270 | < th | dose independent | rect. | 24 | 19 |
169 | 155.52 | humidity | 70.0 | 270 | > th | dose independent | rect. | 17 | 8 |
180 | 155.87 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 15 |
181 | 155.87 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 15 |
196 | 156.26 | temperature | 20.0 | 270 | > th | dose dependent | sin | 17 | NA |
199 | 156.27 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 5 | 20 |
200 | 156.32 | humidity | 90.0 | 270 | < th | dose independent | rect. | 12 | 7 |
202 | 156.33 | wind | 7.0 | 270 | < th | dose independent | rect. | 14 | 15 |
218 | 156.62 | radiation | 1.0 | 270 | < th | dose independent | rect. | 7 | 18 |
223 | 156.75 | radiation | 1.0 | 270 | < th | dose independent | rect. | 5 | 20 |
241 | 157.02 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 19 |
242 | 157.02 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 19 |
264 | 157.43 | wind | 7.0 | 270 | < th | dose independent | rect. | 12 | 7 |
265 | 157.44 | radiation | 1.0 | 270 | < th | dose dependent | rect. | 7 | 18 |
266 | 157.48 | temperature | 10.0 | 270 | > th | dose dependent | sin | 17 | NA |
277 | 157.62 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 17 | 7 |
290 | 157.90 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 24 | 7 |
291 | 157.90 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 24 | 7 |
309 | 158.34 | wind | 7.0 | 270 | < th | dose independent | rect. | 24 | 7 |
311 | 158.35 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 8 |
317 | 158.46 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 19 |
318 | 158.48 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 5 |
319 | 158.48 | temperature | 30.0 | 270 | < th | dose independent | rect. | 19 | 5 |
320 | 158.48 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 5 |
321 | 158.48 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 5 |
322 | 158.48 | radiation | 1.0 | 270 | < th | dose independent | rect. | 19 | 5 |
327 | 158.48 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 19 |
345 | 158.71 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 24 | 7 |
348 | 158.74 | temperature | 10.0 | 270 | > th | dose independent | rect. | 24 | 7 |
350 | 158.74 | temperature | 30.0 | 270 | < th | dose independent | rect. | 24 | 7 |
351 | 158.74 | humidity | 50.0 | 270 | > th | dose independent | rect. | 24 | 7 |
353 | 158.74 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 7 |
354 | 158.74 | radiation | 40.0 | 270 | < th | dose independent | rect. | 24 | 7 |
355 | 158.74 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 17 |
356 | 158.75 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 5 |
365 | 158.86 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 24 | 8 |
367 | 158.93 | radiation | 1.0 | 270 | < th | dose dependent | sin | 16 | NA |
396 | 159.39 | radiation | 1.0 | 270 | > th | dose independent | sin | 16 | NA |
401 | 159.46 | radiation | 1.0 | 270 | < th | dose independent | sin | 16 | NA |
405 | 159.51 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 15 | 8 |
413 | 159.59 | wind | 9.0 | 270 | < th | dose dependent | rect. | 24 | 7 |
475 | 160.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 5 | 9 |
476 | 160.29 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 5 | 9 |
477 | 160.29 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 5 | 9 |
478 | 160.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 15 |
485 | 160.34 | temperature | 10.0 | 90 | > th | dose dependent | sin | 15 | NA |
511 | 160.54 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 5 | 9 |
512 | 160.54 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 5 | 9 |
515 | 160.55 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 14 | 22 |
550 | 160.84 | wind | 1.0 | 270 | > th | dose independent | rect. | 19 | 5 |
553 | 160.87 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 3 | 17 |
554 | 160.87 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 3 | 17 |
560 | 160.94 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 11 | 9 |
562 | 160.94 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 11 | 9 |
566 | 161.02 | humidity | 50.0 | 270 | > th | dose independent | rect. | 5 | 20 |
616 | 161.42 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 9 | 14 |
623 | 161.46 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 9 | 22 |
635 | 161.56 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 9 | 20 |
668 | 161.69 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 1 | 22 |
673 | 161.73 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 11 | 23 |
675 | 161.75 | wind | 9.0 | 270 | < th | dose independent | rect. | 5 | 9 |
690 | 161.82 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 6 | 17 |
709 | 161.92 | temperature | 25.0 | 720 | > th | dose dependent | no | NA | NA |
742 | 162.07 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 17 |
761 | 162.15 | wind | 9.0 | 10 | < th | dose independent | rect. | 3 | 17 |
774 | 162.20 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 22 | 23 |
782 | 162.24 | temperature | 30.0 | 270 | < th | dose dependent | sin | 18 | NA |
801 | 162.35 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 19 | 5 |
802 | 162.35 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 19 | 5 |
817 | 162.48 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 17 |
818 | 162.48 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 17 |
843 | 162.66 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 8 |
844 | 162.66 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 11 | 8 |
845 | 162.66 | temperature | 10.0 | 270 | > th | dose independent | rect. | 19 | 16 |
846 | 162.66 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 19 | 16 |
854 | 162.69 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 15 | 6 |
874 | 162.80 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 15 | 2 |
890 | 162.89 | wind | 9.0 | 270 | < th | dose independent | rect. | 19 | 16 |
926 | 163.05 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 24 | 19 |
973 | 163.39 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 24 | 7 |
987 | 163.49 | humidity | 50.0 | 270 | > th | dose independent | rect. | 19 | 16 |
999 | 163.58 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 17 |