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Os03g0120400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Heavy metal transport/detoxification protein domain containing 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 = humidity,
response mode = > th, dose dependency = dose dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
311.83 | 0.83 | 9.34 | 0.248 | 4.62 | 1.57 | 1.2 | -0.996 | 0.577 | 19.8 | 70.49 | 9 | -- | -- |
315.06 | 0.833 | 9.34 | 0.202 | 4.6 | 1.54 | 1.02 | -- | 0.57 | 19.8 | 70.39 | 6 | -- | -- |
315.45 | 0.834 | 9.34 | 0.209 | 4.6 | 1.54 | -- | -0.818 | 0.578 | 19.8 | 70.49 | 9 | -- | -- |
318.01 | 0.836 | 9.34 | 0.176 | 4.6 | 1.51 | -- | -- | 0.567 | 19.8 | 70.39 | 6 | -- | -- |
1444.08 | 1.78 | 9.24 | 0.175 | -- | 1.43 | -- | -1.24 | 0.442 | -- | 61.74 | 4 | -- | -- |
371.53 | 0.904 | 9.38 | 0.211 | 4.55 | -- | 0.685 | -- | 0.409 | 20.8 | -- | -- | -- | -- |
373.1 | 0.905 | 9.38 | 0.187 | 4.55 | -- | -- | -- | 0.408 | 20.8 | -- | -- | -- | -- |
1447.85 | 1.78 | 9.24 | 0.135 | -- | 1.36 | -- | -- | 0.45 | -- | 63.79 | 4 | -- | -- |
318.82 | 0.836 | 9.34 | -- | 4.59 | 1.51 | -- | -- | 0.548 | 19.8 | 70.39 | 6 | -- | -- |
1551.14 | 1.84 | 9.25 | 0.184 | -- | -- | -- | -- | 0.375 | -- | -- | -- | -- | -- |
374.03 | 0.905 | 9.38 | -- | 4.55 | -- | -- | -- | 0.388 | 20.8 | -- | -- | -- | -- |
1448.33 | 1.78 | 9.24 | -- | -- | 1.37 | -- | -- | 0.435 | -- | 63.79 | 4 | -- | -- |
1552.03 | 1.84 | 9.26 | -- | -- | -- | -- | -- | 0.354 | -- | -- | -- | -- | -- |
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 | 300.06 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 2 |
2 | 301.06 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 23 | 5 |
5 | 301.60 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 24 | 17 |
17 | 303.26 | temperature | 20.0 | 270 | > th | dose independent | rect. | 22 | 7 |
21 | 303.91 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
23 | 304.46 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 24 | 20 |
29 | 305.24 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 7 | 23 |
47 | 307.05 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 22 | 22 |
72 | 309.18 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
81 | 309.34 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 13 | 12 |
87 | 309.81 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 6 |
93 | 310.03 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 21 | 19 |
100 | 310.34 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 18 | 22 |
102 | 310.37 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 21 | 19 |
117 | 310.88 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 12 | 15 |
122 | 311.01 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 6 |
131 | 311.19 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
132 | 311.20 | humidity | 80.0 | 10 | > th | dose independent | rect. | 24 | 20 |
133 | 311.25 | wind | 1.0 | 14400 | < th | dose independent | rect. | 23 | 8 |
141 | 311.39 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 19 | 23 |
143 | 311.43 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
150 | 311.66 | atmosphere | 995.0 | 43200 | < th | dose dependent | sin | 16 | NA |
171 | 312.14 | humidity | 70.0 | 10 | > th | dose dependent | no | NA | NA |
175 | 312.19 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 9 |
181 | 312.26 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 11 | 23 |
192 | 312.50 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 4 |
194 | 312.52 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 6 |
208 | 312.73 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 7 | 1 |
210 | 312.78 | wind | 1.0 | 14400 | > th | dose independent | rect. | 3 | 4 |
222 | 312.88 | wind | 1.0 | 14400 | < th | dose independent | rect. | 3 | 4 |
227 | 313.02 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 7 | 22 |
229 | 313.04 | atmosphere | 995.0 | 43200 | < th | dose independent | no | NA | NA |
230 | 313.04 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 1 |
236 | 313.04 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 1 |
239 | 313.05 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 15 | 23 |
254 | 313.14 | wind | 3.0 | 14400 | < th | dose dependent | sin | 10 | NA |
256 | 313.16 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 9 | 23 |
257 | 313.19 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 3 |
258 | 313.19 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 3 |
259 | 313.21 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 1 |
261 | 313.21 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 1 |
266 | 313.28 | wind | 1.0 | 43200 | < th | dose independent | rect. | 5 | 6 |
277 | 313.36 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 11 |
285 | 313.51 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 12 | 20 |
293 | 313.64 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 8 | 20 |
304 | 313.74 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 7 |
307 | 313.76 | wind | 1.0 | 43200 | < th | dose independent | rect. | 3 | 10 |
319 | 313.89 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 7 |
320 | 313.89 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 7 |
336 | 314.06 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 13 |
361 | 314.25 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 9 |
364 | 314.32 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 7 | 22 |
375 | 314.40 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 4 | 23 |
413 | 314.64 | atmosphere | 995.0 | 43200 | < th | dose independent | rect. | 9 | 18 |
424 | 314.74 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 22 | 19 |
427 | 314.84 | temperature | 20.0 | 720 | > th | dose independent | rect. | 17 | 11 |
465 | 315.23 | atmosphere | 995.0 | 43200 | > th | dose independent | no | NA | NA |
474 | 315.29 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 24 | 17 |
494 | 315.54 | humidity | 80.0 | 10 | > th | dose independent | rect. | 24 | 17 |
496 | 315.54 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 13 | 16 |
528 | 315.84 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 10 |
535 | 315.89 | atmosphere | 995.0 | 43200 | > th | dose independent | sin | 5 | NA |
567 | 316.19 | atmosphere | 995.0 | 43200 | < th | dose dependent | rect. | 14 | 9 |
631 | 316.70 | temperature | 20.0 | 270 | > th | dose independent | rect. | 24 | 2 |
644 | 316.80 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 12 |
678 | 317.11 | temperature | 20.0 | 90 | > th | dose independent | rect. | 13 | 16 |
737 | 317.53 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 13 | 17 |
761 | 317.70 | wind | 1.0 | 43200 | > th | dose independent | rect. | 3 | 10 |
781 | 317.81 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 4 |
802 | 317.91 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 6 |
819 | 317.99 | wind | 1.0 | 43200 | < th | dose independent | sin | 5 | NA |
841 | 318.19 | humidity | 50.0 | 10 | > th | dose dependent | sin | 7 | NA |
846 | 318.29 | wind | 1.0 | 14400 | > th | dose independent | sin | 10 | NA |
862 | 318.36 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 22 | 6 |
879 | 318.48 | wind | 3.0 | 14400 | < th | dose independent | rect. | 22 | 4 |
880 | 318.48 | humidity | 70.0 | 10 | > th | dose dependent | sin | 6 | NA |
895 | 318.56 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 8 |
935 | 318.79 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 12 | 23 |
995 | 319.10 | temperature | 20.0 | 720 | > th | dose independent | sin | 13 | NA |
998 | 319.11 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |