Os01g0695800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Multidrug resistance protein 1 homolog.
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Os01g0695800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Multidrug resistance protein 1 homolog.
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 256.23 | 0.752 | 9.55 | 1.84 | 0.645 | 1.89 | -0.0919 | 0.692 | 0.93 | 7.1 | 29.35 | 15 | -- | -- |
| 256.93 | 0.747 | 9.54 | 1.94 | 0.655 | 1.88 | -0.0667 | -- | 0.956 | 7.01 | 29.4 | 14 | -- | -- |
| 256.25 | 0.746 | 9.55 | 1.83 | 0.646 | 1.88 | -- | 0.687 | 0.93 | 7.06 | 29.33 | 14 | -- | -- |
| 256.94 | 0.747 | 9.54 | 1.94 | 0.65 | 1.87 | -- | -- | 0.955 | 7 | 29.4 | 14 | -- | -- |
| 273.83 | 0.771 | 9.56 | 1.89 | -- | 2.13 | -- | 0.788 | 0.969 | -- | 29.97 | 83 | -- | -- |
| 302.19 | 0.815 | 9.62 | 1.5 | 1.03 | -- | 0.997 | -- | 0.583 | 4.53 | -- | -- | -- | -- |
| 304.76 | 0.818 | 9.63 | 1.49 | 1.04 | -- | -- | -- | 0.578 | 4.67 | -- | -- | -- | -- |
| 274.43 | 0.772 | 9.55 | 2.03 | -- | 2.16 | -- | -- | 0.992 | -- | 30.35 | 137 | -- | -- |
| 346.6 | 0.872 | 9.62 | -- | 0.817 | 1.05 | -- | -- | 0.594 | 5.64 | 29.4 | 14 | -- | -- |
| 362.01 | 0.889 | 9.63 | 1.53 | -- | -- | -- | -- | 0.605 | -- | -- | -- | -- | -- |
| 363.56 | 0.892 | 9.66 | -- | 1.07 | -- | -- | -- | 0.412 | 4.63 | -- | -- | -- | -- |
| 375.26 | 0.902 | 9.63 | -- | -- | 1.75 | -- | -- | 0.63 | -- | 34.3 | 132 | -- | -- |
| 424.02 | 0.961 | 9.67 | -- | -- | -- | -- | -- | 0.435 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 251.67 | temperature | 25.0 | 10 | < th | dose dependent | sin | 21 | NA |
| 4 | 253.68 | temperature | 25.0 | 30 | > th | dose independent | rect. | 8 | 12 |
| 6 | 254.32 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 8 | 18 |
| 9 | 254.73 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 11 | 23 |
| 12 | 255.00 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
| 13 | 255.17 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 9 | 23 |
| 14 | 255.17 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 19 | 23 |
| 15 | 255.19 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 8 | 14 |
| 19 | 255.95 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 13 | 23 |
| 23 | 256.44 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 11 | 23 |
| 25 | 256.54 | temperature | 25.0 | 30 | > th | dose independent | rect. | 8 | 14 |
| 29 | 256.80 | temperature | 30.0 | 10 | < th | dose dependent | no | NA | NA |
| 32 | 256.91 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 8 | 21 |
| 33 | 257.01 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 15 | 23 |
| 39 | 257.37 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 17 | 23 |
| 44 | 257.53 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 8 | 12 |
| 48 | 257.60 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 10 | 10 |
| 50 | 257.65 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 8 | 12 |
| 51 | 257.70 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 6 | 14 |
| 53 | 257.77 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 23 | 23 |
| 57 | 257.96 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 6 | 23 |
| 63 | 258.19 | temperature | 25.0 | 30 | > th | dose independent | rect. | 8 | 18 |
| 81 | 258.71 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 12 | 20 |
| 91 | 259.01 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 6 | 20 |
| 125 | 260.02 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 23 | 23 |
| 136 | 260.16 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 21 | 23 |
| 145 | 260.24 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 5 | 23 |
| 156 | 260.45 | temperature | 25.0 | 30 | > th | dose independent | sin | 20 | NA |
| 184 | 260.83 | temperature | 10.0 | 10 | > th | dose dependent | no | NA | NA |
| 195 | 261.00 | temperature | 25.0 | 30 | < th | dose independent | sin | 20 | NA |
| 244 | 261.68 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 3 | 23 |
| 249 | 261.70 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 3 | 23 |
| 259 | 261.79 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 16 | 23 |
| 274 | 262.02 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 7 | 23 |
| 281 | 262.11 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 7 | 12 |
| 293 | 262.21 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 294 | 262.21 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 302 | 262.39 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 324 | 262.62 | temperature | 25.0 | 90 | < th | dose independent | rect. | 11 | 10 |
| 345 | 262.83 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
| 349 | 262.86 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 23 | 23 |
| 356 | 262.94 | temperature | 25.0 | 10 | < th | dose independent | rect. | 12 | 8 |
| 362 | 262.97 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 23 |
| 415 | 263.46 | temperature | 25.0 | 90 | < th | dose independent | rect. | 13 | 8 |
| 439 | 263.67 | temperature | 15.0 | 10 | > th | dose dependent | sin | 20 | NA |
| 486 | 264.06 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 13 | 6 |
| 528 | 264.38 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 632 | 265.04 | humidity | 70.0 | 10 | > th | dose dependent | sin | 21 | NA |
| 680 | 265.35 | temperature | 25.0 | 90 | < th | dose independent | rect. | 5 | 16 |
| 687 | 265.37 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 23 | 20 |
| 694 | 265.41 | temperature | 15.0 | 720 | > th | dose dependent | sin | 22 | NA |
| 704 | 265.47 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 23 |
| 727 | 265.64 | radiation | 1.0 | 270 | > th | dose independent | rect. | 6 | 13 |
| 803 | 266.01 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 6 | 13 |
| 914 | 266.48 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |