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Os12g0604000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Non-protein coding transcript, unclassifiable transcript.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
142.2 | 0.555 | 2.98 | -0.0694 | 0.208 | -0.0926 | 0.927 | -0.976 | 0.0346 | 15 | 25 | 10 | -- | -- |
144.93 | 0.565 | 2.96 | 0.255 | 0.174 | -0.165 | 0.36 | -- | 0.116 | 14.7 | 22.46 | 18 | -- | -- |
144.39 | 0.56 | 2.98 | 0.0358 | 0.192 | -0.0673 | -- | -0.665 | 0.0489 | 15.5 | 25.21 | 6 | -- | -- |
143.52 | 0.562 | 2.96 | 0.265 | 0.333 | -0.238 | -- | -- | 0.139 | 15.2 | 25.74 | 21 | -- | -- |
145.88 | 0.563 | 2.99 | 0.025 | -- | 0.00908 | -- | -0.682 | 0.0206 | -- | 25.3 | 6 | -- | -- |
146.6 | 0.568 | 2.97 | 0.198 | 0.131 | -- | 0.385 | -- | 0.0633 | 15.4 | -- | -- | -- | -- |
147.06 | 0.568 | 2.97 | 0.205 | 0.134 | -- | -- | -- | 0.0656 | 15.7 | -- | -- | -- | -- |
147.21 | 0.568 | 2.96 | 0.24 | -- | -0.11 | -- | -- | 0.0988 | -- | 22.6 | 34 | -- | -- |
145.32 | 0.565 | 2.96 | -- | 0.305 | -0.21 | -- | -- | 0.101 | 15.2 | 25.74 | 21 | -- | -- |
148.06 | 0.569 | 2.97 | 0.199 | -- | -- | -- | -- | 0.062 | -- | -- | -- | -- | -- |
148.16 | 0.569 | 2.98 | -- | 0.13 | -- | -- | -- | 0.0428 | 15.7 | -- | -- | -- | -- |
148.57 | 0.57 | 2.97 | -- | -- | -0.0708 | -- | -- | 0.0584 | -- | 25.74 | 21 | -- | -- |
149.1 | 0.57 | 2.98 | -- | -- | -- | -- | -- | 0.0399 | -- | -- | -- | -- | -- |
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 | 130.01 | radiation | 10.0 | 10 | > th | dose independent | rect. | 6 | 1 |
27 | 130.01 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 6 | 1 |
55 | 133.83 | temperature | 20.0 | 10 | < th | dose independent | rect. | 6 | 2 |
57 | 134.09 | temperature | 20.0 | 10 | < th | dose independent | rect. | 6 | 11 |
59 | 134.15 | temperature | 20.0 | 10 | < th | dose independent | rect. | 6 | 7 |
69 | 134.64 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 6 | 11 |
87 | 134.87 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 6 | 6 |
106 | 135.07 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 6 | 3 |
140 | 135.35 | wind | 5.0 | 10 | > th | dose independent | rect. | 8 | 1 |
146 | 135.35 | wind | 5.0 | 10 | > th | dose dependent | rect. | 8 | 1 |
193 | 135.91 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 6 | 1 |
214 | 136.68 | wind | 3.0 | 30 | < th | dose dependent | rect. | 6 | 1 |
249 | 138.60 | wind | 3.0 | 90 | > th | dose dependent | rect. | 6 | 1 |
251 | 138.70 | temperature | 25.0 | 10 | > th | dose independent | rect. | 6 | 1 |
257 | 138.79 | wind | 9.0 | 1440 | < th | dose independent | rect. | 7 | 1 |
258 | 138.79 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 7 | 1 |
262 | 138.79 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 7 | 1 |
266 | 138.79 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 7 | 1 |
271 | 138.79 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 7 | 1 |
272 | 138.79 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 7 | 1 |
274 | 138.79 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 23 |
277 | 138.82 | humidity | 90.0 | 30 | < th | dose independent | rect. | 6 | 1 |
279 | 138.82 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 6 | 1 |
282 | 138.90 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
284 | 138.91 | temperature | 25.0 | 270 | < th | dose independent | rect. | 11 | 4 |
285 | 138.93 | wind | 3.0 | 30 | < th | dose independent | rect. | 6 | 1 |
292 | 138.99 | humidity | 80.0 | 30 | > th | dose dependent | rect. | 6 | 1 |
304 | 139.14 | temperature | 25.0 | 10 | > th | dose independent | rect. | 9 | 6 |
322 | 139.34 | temperature | 25.0 | 90 | > th | dose independent | rect. | 9 | 6 |
329 | 139.46 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 6 | 1 |
340 | 139.56 | temperature | 25.0 | 10 | > th | dose independent | rect. | 24 | 15 |
345 | 139.58 | temperature | 25.0 | 270 | < th | dose independent | rect. | 2 | 14 |
347 | 139.60 | wind | 9.0 | 30 | < th | dose independent | rect. | 7 | 23 |
356 | 139.65 | temperature | 25.0 | 10 | > th | dose independent | sin | 3 | NA |
360 | 139.67 | temperature | 25.0 | 10 | > th | dose independent | rect. | 2 | 13 |
364 | 139.68 | temperature | 20.0 | 90 | < th | dose independent | sin | 0 | NA |
372 | 139.71 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 18 | 21 |
376 | 139.74 | humidity | 80.0 | 30 | > th | dose independent | rect. | 6 | 1 |
381 | 139.75 | temperature | 10.0 | 30 | > th | dose independent | rect. | 6 | 1 |
383 | 139.75 | temperature | 30.0 | 30 | < th | dose independent | rect. | 6 | 1 |
384 | 139.75 | humidity | 50.0 | 30 | > th | dose independent | rect. | 6 | 1 |
388 | 139.75 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 6 | 1 |
389 | 139.75 | radiation | 20.0 | 30 | < th | dose independent | rect. | 6 | 1 |
392 | 139.75 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 6 | 1 |
393 | 139.75 | temperature | 25.0 | 90 | > th | dose independent | rect. | 3 | 12 |
394 | 139.75 | temperature | 10.0 | 30 | > th | dose independent | rect. | 7 | 23 |
395 | 139.75 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 6 | 1 |
400 | 139.78 | wind | 1.0 | 30 | > th | dose independent | rect. | 6 | 1 |
410 | 139.85 | atmosphere | 1010.0 | 10 | < th | dose independent | sin | 7 | NA |
418 | 139.88 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 5 | 4 |
421 | 139.91 | temperature | 25.0 | 90 | < th | dose dependent | sin | 1 | NA |
429 | 139.99 | temperature | 20.0 | 30 | > th | dose independent | sin | 0 | NA |
432 | 140.00 | radiation | 20.0 | 10 | < th | dose independent | rect. | 13 | 20 |
438 | 140.05 | temperature | 25.0 | 90 | < th | dose independent | rect. | 23 | 18 |
442 | 140.06 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 6 | 1 |
457 | 140.12 | temperature | 25.0 | 10 | > th | dose independent | rect. | 7 | 8 |
468 | 140.14 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 11 | 4 |
488 | 140.22 | temperature | 25.0 | 10 | > th | dose independent | rect. | 5 | 7 |
491 | 140.25 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 10 | 6 |
506 | 140.30 | temperature | 25.0 | 10 | > th | dose independent | rect. | 23 | 19 |
513 | 140.33 | temperature | 30.0 | 10 | < th | dose dependent | sin | 3 | NA |
552 | 140.45 | temperature | 25.0 | 10 | > th | dose independent | rect. | 5 | 13 |
587 | 140.50 | temperature | 25.0 | 10 | > th | dose independent | rect. | 2 | 16 |
603 | 140.53 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 2 | 7 |
608 | 140.55 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 6 | 1 |
623 | 140.59 | temperature | 20.0 | 10 | > th | dose dependent | sin | 4 | NA |
624 | 140.59 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 2 | 13 |
652 | 140.66 | temperature | 20.0 | 10 | < th | dose independent | rect. | 4 | 5 |
656 | 140.67 | temperature | 25.0 | 10 | < th | dose independent | rect. | 11 | 7 |
672 | 140.69 | temperature | 25.0 | 10 | > th | dose independent | rect. | 20 | 19 |
673 | 140.69 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 7 | 23 |
679 | 140.70 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 7 | 23 |
680 | 140.70 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 7 | 23 |
682 | 140.70 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 23 | 16 |
683 | 140.70 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 7 | 23 |
691 | 140.71 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 20 | 19 |
706 | 140.73 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 23 | 17 |
756 | 140.81 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 9 | 6 |
782 | 140.85 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 14 | 2 |
869 | 140.99 | temperature | 25.0 | 10 | < th | dose independent | rect. | 14 | 2 |
880 | 141.00 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 6 | 1 |
901 | 141.03 | temperature | 25.0 | 10 | > th | dose independent | rect. | 20 | 22 |
915 | 141.06 | humidity | 90.0 | 10 | < th | dose independent | rect. | 9 | 6 |
945 | 141.10 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 16 | 1 |
966 | 141.12 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 12 | 5 |
973 | 141.13 | temperature | 25.0 | 10 | < th | dose independent | rect. | 24 | 17 |
975 | 141.13 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 2 | 5 |
1000 | 141.19 | temperature | 10.0 | 10 | > th | dose dependent | sin | 4 | NA |