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Os03g0850700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Phosphatidylinositol phosphatidylcholine transfer protein sec14 cytosolic-like 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
101.25 | 0.473 | 10.3 | 0.813 | 1.91 | -2.08 | -0.497 | -4.6 | 0.384 | 9.42 | 1.075 | 4363 | -- | -- |
121.22 | 0.513 | 10.4 | 0.642 | 2.11 | -1.08 | -0.629 | -- | 0.35 | 9.72 | 3.67 | 4290 | -- | -- |
102.05 | 0.47 | 10.3 | 0.786 | 1.92 | -2.04 | -- | -4.46 | 0.384 | 9.48 | 1.062 | 4352 | -- | -- |
118.98 | 0.508 | 10.4 | 0.439 | 2.15 | -0.899 | -- | -- | 0.354 | 9.56 | 3.572 | 4313 | -- | -- |
207.15 | 0.674 | 10.4 | 0.314 | -- | -1.27 | -- | 0.321 | 0.501 | -- | 1.062 | 4352 | -- | -- |
148.84 | 0.572 | 10.4 | 0.387 | 2 | -- | -0.31 | -- | 0.51 | 9.49 | -- | -- | -- | -- |
149.19 | 0.572 | 10.4 | 0.375 | 2 | -- | -- | -- | 0.509 | 9.5 | -- | -- | -- | -- |
207.81 | 0.674 | 10.4 | 0.319 | -- | -1.27 | -- | -- | 0.502 | -- | 1.062 | 4352 | -- | -- |
115.1 | 0.5 | 10.4 | -- | 2.16 | -1.29 | -- | -- | 0.304 | 9.64 | 2.887 | 4290 | -- | -- |
384.51 | 0.916 | 10.4 | 0.362 | -- | -- | -- | -- | 0.515 | -- | -- | -- | -- | -- |
152.91 | 0.578 | 10.4 | -- | 2 | -- | -- | -- | 0.468 | 9.49 | -- | -- | -- | -- |
210.49 | 0.678 | 10.4 | -- | -- | -1.27 | -- | -- | 0.467 | -- | 1.062 | 4352 | -- | -- |
387.97 | 0.919 | 10.4 | -- | -- | -- | -- | -- | 0.475 | -- | -- | -- | -- | -- |
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 | 93.57 | humidity | 80 | 43200 | > th | dose independent | rect. | 13 | 1 |
2 | 94.17 | radiation | 40 | 14400 | < th | dose dependent | rect. | 18 | 9 |
16 | 94.93 | humidity | 80 | 43200 | < th | dose independent | rect. | 13 | 1 |
18 | 95.00 | radiation | 20 | 14400 | > th | dose dependent | rect. | 16 | 1 |
36 | 95.12 | wind | 5 | 43200 | > th | dose dependent | rect. | 11 | 1 |
48 | 95.57 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 5 |
50 | 95.62 | radiation | 10 | 14400 | < th | dose dependent | rect. | 18 | 3 |
64 | 95.76 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
83 | 96.05 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 11 |
88 | 96.17 | wind | 7 | 43200 | < th | dose independent | rect. | 11 | 2 |
96 | 96.51 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 16 | 1 |
97 | 96.51 | radiation | 1 | 14400 | < th | dose dependent | rect. | 23 | 6 |
101 | 96.61 | wind | 7 | 43200 | > th | dose independent | rect. | 11 | 2 |
107 | 96.69 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 9 |
114 | 96.79 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
125 | 96.80 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 3 |
139 | 96.89 | radiation | 40 | 14400 | > th | dose dependent | rect. | 14 | 19 |
140 | 96.96 | humidity | 70 | 43200 | > th | dose dependent | rect. | 14 | 1 |
141 | 97.01 | humidity | 90 | 43200 | > th | dose independent | rect. | 13 | 16 |
142 | 97.03 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 16 | 1 |
144 | 97.04 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 1 |
145 | 97.06 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 15 |
171 | 97.17 | radiation | 30 | 14400 | < th | dose independent | rect. | 15 | 12 |
175 | 97.18 | radiation | 30 | 14400 | < th | dose independent | rect. | 15 | 10 |
185 | 97.21 | radiation | 30 | 14400 | < th | dose independent | rect. | 15 | 2 |
187 | 97.21 | radiation | 30 | 14400 | < th | dose independent | rect. | 15 | 5 |
193 | 97.21 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 2 |
195 | 97.22 | humidity | 90 | 43200 | > th | dose dependent | rect. | 17 | 10 |
202 | 97.28 | humidity | 90 | 43200 | > th | dose independent | rect. | 17 | 12 |
207 | 97.33 | humidity | 90 | 43200 | < th | dose independent | rect. | 14 | 14 |
213 | 97.36 | humidity | 90 | 43200 | > th | dose dependent | sin | 15 | NA |
217 | 97.38 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 10 |
222 | 97.38 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 5 |
242 | 97.41 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 18 | 1 |
245 | 97.41 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 1 |
248 | 97.42 | humidity | 90 | 43200 | > th | dose dependent | rect. | 18 | 7 |
265 | 97.51 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 18 | 1 |
283 | 97.57 | radiation | 1 | 43200 | < th | dose independent | rect. | 9 | 1 |
301 | 97.62 | radiation | 1 | 43200 | > th | dose independent | rect. | 9 | 1 |
307 | 97.64 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 16 | 3 |
313 | 97.67 | humidity | 90 | 43200 | > th | dose independent | sin | 14 | NA |
327 | 97.72 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 6 |
342 | 97.77 | humidity | 90 | 43200 | < th | dose independent | sin | 13 | NA |
356 | 97.84 | radiation | 1 | 43200 | > th | dose independent | rect. | 7 | 6 |
424 | 98.03 | radiation | 1 | 43200 | < th | dose independent | rect. | 7 | 3 |
442 | 98.07 | radiation | 1 | 43200 | > th | dose independent | rect. | 7 | 3 |
460 | 98.11 | humidity | 80 | 43200 | > th | dose independent | rect. | 6 | 10 |
506 | 98.18 | radiation | 1 | 43200 | < th | dose dependent | rect. | 6 | 4 |
513 | 98.20 | humidity | 80 | 43200 | > th | dose independent | rect. | 5 | 12 |
540 | 98.25 | radiation | 1 | 43200 | < th | dose dependent | rect. | 6 | 7 |
581 | 98.34 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 2 |
690 | 98.52 | humidity | 90 | 43200 | > th | dose dependent | rect. | 20 | 23 |
702 | 98.54 | humidity | 90 | 43200 | > th | dose dependent | rect. | 17 | 23 |
703 | 98.55 | humidity | 90 | 43200 | > th | dose dependent | no | NA | NA |
707 | 98.55 | humidity | 90 | 43200 | > th | dose dependent | rect. | 2 | 23 |
709 | 98.55 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 23 |
739 | 98.62 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 6 |
836 | 98.78 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 19 |
839 | 98.78 | radiation | 1 | 4320 | < th | dose dependent | rect. | 18 | 23 |
843 | 98.79 | humidity | 80 | 43200 | > th | dose dependent | rect. | 24 | 19 |
887 | 98.86 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 22 |
898 | 98.87 | radiation | 40 | 4320 | > th | dose independent | rect. | 15 | 18 |
899 | 98.87 | humidity | 90 | 43200 | > th | dose independent | rect. | 20 | 20 |
986 | 98.99 | humidity | 90 | 43200 | < th | dose independent | rect. | 9 | 2 |