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Os03g0818100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Histidine acid phosphatase 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30.78 | 0.261 | 9.11 | 0.143 | 0.957 | 0.391 | -0.0482 | -0.626 | 0.208 | 9.8 | 91.73 | 236 | -- | -- |
31.24 | 0.26 | 9.11 | 0.134 | 0.958 | 0.411 | -0.0748 | -- | 0.199 | 9.77 | 92.99 | 198 | -- | -- |
30.7 | 0.258 | 9.11 | 0.139 | 0.971 | 0.413 | -- | -0.558 | 0.202 | 9.73 | 92.73 | 199 | -- | -- |
31.26 | 0.26 | 9.11 | 0.13 | 0.958 | 0.404 | -- | -- | 0.196 | 9.77 | 92.98 | 196 | -- | -- |
64.28 | 0.373 | 9.16 | 0.203 | -- | 0.88 | -- | -0.863 | 0.249 | -- | 79.63 | 712 | -- | -- |
33.29 | 0.27 | 9.12 | 0.16 | 1 | -- | -0.028 | -- | 0.151 | 9.33 | -- | -- | -- | -- |
33.3 | 0.27 | 9.12 | 0.159 | 1 | -- | -- | -- | 0.151 | 9.33 | -- | -- | -- | -- |
63.36 | 0.371 | 9.13 | 0.12 | -- | 1.02 | -- | -- | 0.293 | -- | 78.46 | 732 | -- | -- |
31.69 | 0.262 | 9.11 | -- | 0.96 | 0.414 | -- | -- | 0.184 | 9.78 | 93 | 178 | -- | -- |
92 | 0.448 | 9.14 | 0.154 | -- | -- | -- | -- | 0.155 | -- | -- | -- | -- | -- |
33.96 | 0.273 | 9.12 | -- | 1 | -- | -- | -- | 0.133 | 9.31 | -- | -- | -- | -- |
63.16 | 0.37 | 9.12 | -- | -- | 1.01 | -- | -- | 0.244 | -- | 77.73 | 749 | -- | -- |
92.62 | 0.449 | 9.15 | -- | -- | -- | -- | -- | 0.137 | -- | -- | -- | -- | -- |
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 | 28.73 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 6 | 5 |
2 | 28.76 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 7 | 3 |
20 | 29.25 | humidity | 60.0 | 270 | > th | dose independent | rect. | 6 | 5 |
25 | 29.35 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 7 | 5 |
27 | 29.39 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 7 | 6 |
30 | 29.42 | humidity | 60.0 | 270 | > th | dose independent | rect. | 7 | 3 |
33 | 29.45 | temperature | 20.0 | 270 | > th | dose independent | rect. | 7 | 3 |
35 | 29.45 | radiation | 40.0 | 10 | < th | dose independent | rect. | 12 | 19 |
40 | 29.48 | humidity | 50.0 | 10 | > th | dose independent | rect. | 7 | 6 |
45 | 29.52 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 6 | 18 |
47 | 29.53 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 7 | 2 |
52 | 29.54 | wind | 5.0 | 270 | < th | dose independent | rect. | 6 | 5 |
59 | 29.56 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 7 | 6 |
63 | 29.58 | radiation | 40.0 | 270 | < th | dose independent | rect. | 7 | 2 |
75 | 29.62 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 18 |
77 | 29.63 | wind | 5.0 | 270 | < th | dose independent | rect. | 7 | 2 |
84 | 29.66 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 11 | 5 |
97 | 29.70 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 11 | 19 |
107 | 29.74 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 16 | 19 |
109 | 29.75 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 12 | 19 |
111 | 29.76 | temperature | 20.0 | 10 | > th | dose independent | rect. | 7 | 6 |
115 | 29.77 | wind | 9.0 | 270 | < th | dose dependent | rect. | 7 | 2 |
116 | 29.77 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 11 | 5 |
119 | 29.78 | wind | 9.0 | 270 | < th | dose dependent | rect. | 6 | 5 |
120 | 29.79 | temperature | 20.0 | 270 | > th | dose independent | rect. | 15 | 10 |
123 | 29.80 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 2 |
129 | 29.80 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 7 | 2 |
143 | 29.83 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 2 |
144 | 29.83 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 13 | 18 |
146 | 29.83 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 2 |
148 | 29.83 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 13 | 18 |
150 | 29.84 | temperature | 10.0 | 270 | > th | dose independent | rect. | 7 | 2 |
153 | 29.84 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 7 | 2 |
160 | 29.84 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 5 |
162 | 29.84 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 13 | 18 |
163 | 29.84 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 22 |
164 | 29.84 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 5 |
171 | 29.86 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 6 | 5 |
177 | 29.86 | temperature | 10.0 | 90 | > th | dose independent | rect. | 13 | 18 |
178 | 29.86 | temperature | 10.0 | 270 | > th | dose independent | rect. | 11 | 19 |
184 | 29.87 | wind | 9.0 | 90 | < th | dose independent | rect. | 13 | 18 |
188 | 29.88 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 1 | 14 |
211 | 29.91 | radiation | 40.0 | 270 | < th | dose independent | rect. | 15 | 10 |
212 | 29.91 | wind | 9.0 | 270 | < th | dose independent | rect. | 11 | 19 |
219 | 29.92 | radiation | 1.0 | 270 | > th | dose independent | rect. | 18 | 17 |
232 | 29.93 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 7 | 2 |
236 | 29.94 | wind | 1.0 | 90 | > th | dose independent | rect. | 7 | 6 |
237 | 29.94 | temperature | 10.0 | 270 | > th | dose independent | rect. | 15 | 10 |
238 | 29.94 | temperature | 10.0 | 270 | > th | dose independent | rect. | 1 | 14 |
239 | 29.94 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 1 | 14 |
241 | 29.94 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 7 | 18 |
246 | 29.96 | wind | 1.0 | 270 | > th | dose independent | rect. | 7 | 3 |
248 | 29.96 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 15 | 10 |
256 | 29.97 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 10 | 8 |
258 | 29.98 | wind | 9.0 | 270 | < th | dose independent | rect. | 15 | 10 |
267 | 29.99 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 22 |
286 | 30.01 | humidity | 90.0 | 10 | < th | dose independent | rect. | 7 | 6 |
287 | 30.01 | wind | 9.0 | 10 | < th | dose independent | rect. | 13 | 18 |
295 | 30.02 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 1 | 14 |
299 | 30.02 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 1 | 14 |
305 | 30.03 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
309 | 30.03 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
327 | 30.03 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 14 | 18 |
364 | 30.07 | radiation | 40.0 | 270 | < th | dose independent | rect. | 6 | 4 |
366 | 30.07 | radiation | 1.0 | 10 | > th | dose independent | rect. | 7 | 6 |
373 | 30.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 10 |
378 | 30.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 10 |
395 | 30.10 | temperature | 30.0 | 270 | < th | dose independent | rect. | 7 | 2 |
407 | 30.11 | wind | 9.0 | 270 | < th | dose independent | rect. | 1 | 14 |
460 | 30.16 | radiation | 1.0 | 10 | > th | dose independent | rect. | 12 | 19 |
465 | 30.16 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 7 | 20 |
474 | 30.18 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 3 | 14 |
515 | 30.21 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 8 | 21 |
561 | 30.27 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 7 | 20 |
606 | 30.30 | humidity | 50.0 | 30 | > th | dose independent | rect. | 7 | 20 |
679 | 30.37 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 7 | 18 |
685 | 30.37 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 16 | 9 |
688 | 30.38 | radiation | 1.0 | 270 | > th | dose independent | rect. | 11 | 5 |
695 | 30.38 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 7 | 1 |
708 | 30.39 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 16 | 19 |
709 | 30.39 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 7 | 20 |
751 | 30.42 | wind | 1.0 | 270 | > th | dose independent | rect. | 11 | 19 |
754 | 30.42 | radiation | 10.0 | 10 | < th | dose dependent | sin | 14 | NA |
818 | 30.45 | temperature | 30.0 | 30 | < th | dose independent | rect. | 13 | 18 |
852 | 30.47 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 16 | 13 |
904 | 30.50 | humidity | 60.0 | 90 | > th | dose independent | rect. | 12 | 19 |
921 | 30.51 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 13 | 1 |
958 | 30.52 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 6 | 15 |
983 | 30.53 | wind | 1.0 | 270 | > th | dose independent | rect. | 15 | 10 |
989 | 30.53 | wind | 5.0 | 270 | < th | dose independent | rect. | 5 | 20 |
996 | 30.54 | radiation | 1.0 | 270 | > th | dose independent | sin | 8 | NA |
999 | 30.54 | temperature | 30.0 | 270 | < th | dose independent | rect. | 1 | 14 |