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Os09g0392400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22.37 | 0.222 | 9.8 | -0.209 | 0.424 | 0.432 | -0.411 | -0.0501 | 0.262 | 3.33 | 29.29 | 2101 | -- | -- |
22.37 | 0.22 | 9.8 | -0.212 | 0.423 | 0.432 | -0.41 | -- | 0.263 | 3.32 | 29.3 | 2095 | -- | -- |
22.9 | 0.223 | 9.8 | -0.208 | 0.424 | 0.43 | -- | -0.0202 | 0.263 | 3.32 | 29.28 | 2106 | -- | -- |
22.9 | 0.223 | 9.8 | -0.212 | 0.423 | 0.428 | -- | -- | 0.263 | 3.32 | 29.3 | 2106 | -- | -- |
31.78 | 0.263 | 9.76 | 0.0965 | -- | 0.596 | -- | -1.12 | 0.375 | -- | 29.1 | 1873 | -- | -- |
27.93 | 0.248 | 9.8 | -0.328 | 0.457 | -- | -0.427 | -- | 0.227 | 3.93 | -- | -- | -- | -- |
28.46 | 0.25 | 9.8 | -0.322 | 0.455 | -- | -- | -- | 0.23 | 3.99 | -- | -- | -- | -- |
32.17 | 0.264 | 9.79 | -0.177 | -- | 0.471 | -- | -- | 0.294 | -- | 29.07 | 1876 | -- | -- |
24.03 | 0.228 | 9.79 | -- | 0.412 | 0.463 | -- | -- | 0.291 | 3.26 | 29.23 | 2106 | -- | -- |
39.78 | 0.295 | 9.8 | -0.303 | -- | -- | -- | -- | 0.242 | -- | -- | -- | -- | -- |
31.19 | 0.261 | 9.79 | -- | 0.449 | -- | -- | -- | 0.266 | 4 | -- | -- | -- | -- |
32.95 | 0.267 | 9.79 | -- | -- | 0.502 | -- | -- | 0.32 | -- | 28.95 | 1876 | -- | -- |
42.2 | 0.303 | 9.8 | -- | -- | -- | -- | -- | 0.276 | -- | -- | -- | -- | -- |
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 | 21.08 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
2 | 21.32 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
5 | 21.58 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 15 |
6 | 21.61 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 5 |
10 | 21.62 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 13 |
18 | 21.66 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 15 |
19 | 21.69 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 5 |
32 | 21.94 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 17 | 2 |
34 | 22.04 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 17 | 15 |
64 | 22.24 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 15 | 1 |
65 | 22.25 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 2 |
84 | 22.31 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
85 | 22.31 | temperature | 30.0 | 14400 | > th | dose dependent | rect. | 17 | 16 |
95 | 22.32 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 10 |
109 | 22.36 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
129 | 22.40 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 11 |
130 | 22.40 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 15 |
131 | 22.41 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 17 | 2 |
151 | 22.42 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 18 | 21 |
153 | 22.43 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 13 |
159 | 22.45 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
165 | 22.46 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
180 | 22.47 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 12 |
191 | 22.48 | wind | 9.0 | 43200 | > th | dose dependent | sin | 13 | NA |
192 | 22.48 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
212 | 22.50 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 20 | 22 |
215 | 22.51 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 20 |
249 | 22.55 | wind | 9.0 | 43200 | > th | dose independent | sin | 12 | NA |
264 | 22.55 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 12 | 23 |
268 | 22.56 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 10 | 5 |
277 | 22.57 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
295 | 22.59 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 21 |
298 | 22.59 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 23 | 22 |
310 | 22.60 | wind | 7.0 | 43200 | > th | dose dependent | no | NA | NA |
311 | 22.60 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 3 |
317 | 22.60 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 2 | 19 |
332 | 22.61 | wind | 9.0 | 43200 | < th | dose independent | sin | 12 | NA |
335 | 22.61 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 4 | 11 |
349 | 22.62 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
350 | 22.62 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 4 | 1 |
356 | 22.62 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 4 | 9 |
359 | 22.62 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 4 | 11 |
368 | 22.62 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 6 | 23 |
376 | 22.63 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 14 | 8 |
386 | 22.63 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 4 |
395 | 22.63 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 23 |
415 | 22.64 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 6 |
436 | 22.65 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 4 | 8 |
451 | 22.65 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
458 | 22.66 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 16 | 3 |
469 | 22.66 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 8 |
481 | 22.67 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 2 |
486 | 22.67 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 4 |
490 | 22.67 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 14 | 8 |
491 | 22.67 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 19 |
513 | 22.68 | atmosphere | 1000.0 | 43200 | < th | dose dependent | sin | 21 | NA |
532 | 22.69 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 2 |
555 | 22.70 | wind | 9.0 | 43200 | < th | dose independent | rect. | 13 | 22 |
569 | 22.71 | wind | 5.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
601 | 22.72 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 4 | 3 |
602 | 22.72 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 4 |
613 | 22.72 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 4 |
635 | 22.73 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 16 | 14 |
638 | 22.73 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 5 |
646 | 22.73 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 14 | 18 |
665 | 22.74 | wind | 7.0 | 43200 | > th | dose independent | rect. | 15 | 21 |
672 | 22.74 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 14 |
684 | 22.75 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
685 | 22.75 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
686 | 22.75 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 7 |
688 | 22.75 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 13 | 10 |
689 | 22.75 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 13 | 10 |
695 | 22.75 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
724 | 22.76 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 5 |
753 | 22.77 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
755 | 22.77 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
758 | 22.77 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
785 | 22.77 | wind | 5.0 | 43200 | < th | dose independent | rect. | 15 | 19 |
790 | 22.77 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 18 | 1 |
798 | 22.78 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 22 | 1 |
802 | 22.78 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 22 | 1 |
815 | 22.78 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 6 |
825 | 22.78 | wind | 5.0 | 43200 | < th | dose independent | rect. | 15 | 21 |
833 | 22.78 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 1 | 15 |
864 | 22.79 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 8 | 10 |
884 | 22.79 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 14 | 19 |
892 | 22.79 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 11 | 22 |
903 | 22.79 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 16 |
921 | 22.80 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 3 | 7 |
996 | 22.81 | temperature | 30.0 | 14400 | > th | dose independent | sin | 12 | NA |
997 | 22.81 | temperature | 30.0 | 14400 | < th | dose independent | sin | 12 | NA |