Os02g0609200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to ATOZI1 protein (Stress-induced protein OZI1) (AT0ZI1 protein).
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Os02g0609200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to ATOZI1 protein (Stress-induced protein OZI1) (AT0ZI1 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 251.12 | 0.745 | 3.47 | -0.579 | 0.423 | 3.81 | -1.92 | -11.1 | -0.127 | 4.14 | 94.9 | 23 | -- | -- |
| 285.83 | 0.787 | 3.47 | -0.56 | 0.515 | 4.2 | -2.53 | -- | -0.187 | 4.18 | 95.98 | 30 | -- | -- |
| 259.43 | 0.75 | 3.47 | -0.561 | 0.412 | 3.31 | -- | -12.7 | -0.0986 | 4.05 | 94.83 | 30 | -- | -- |
| 306.55 | 0.815 | 3.47 | -0.538 | 0.514 | 4.07 | -- | -- | -0.175 | 4.11 | 95.36 | 33 | -- | -- |
| 267 | 0.761 | 3.47 | -0.582 | -- | 3.7 | -- | -12.5 | -0.0749 | -- | 94.81 | 30 | -- | -- |
| 338.87 | 0.863 | 3.49 | -0.612 | 0.686 | -- | -2.9 | -- | -0.249 | 4.25 | -- | -- | -- | -- |
| 362.26 | 0.891 | 3.48 | -0.583 | 0.669 | -- | -- | -- | -0.233 | 4.33 | -- | -- | -- | -- |
| 320.62 | 0.834 | 3.47 | -0.512 | -- | 4.35 | -- | -- | -0.157 | -- | 95.39 | 34 | -- | -- |
| 313.96 | 0.825 | 3.46 | -- | 0.503 | 4.03 | -- | -- | -0.115 | 4.1 | 95.44 | 46 | -- | -- |
| 386.37 | 0.918 | 3.48 | -0.556 | -- | -- | -- | -- | -0.215 | -- | -- | -- | -- | -- |
| 371.22 | 0.901 | 3.47 | -- | 0.658 | -- | -- | -- | -0.168 | 4.35 | -- | -- | -- | -- |
| 327.44 | 0.843 | 3.46 | -- | -- | 4.31 | -- | -- | -0.1 | -- | 95.36 | 45 | -- | -- |
| 394.53 | 0.927 | 3.47 | -- | -- | -- | -- | -- | -0.154 | -- | -- | -- | -- | -- |
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 | 241.70 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 2 | 241.70 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 3 | 247.21 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
| 4 | 247.22 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
| 5 | 252.69 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 9 | 6 |
| 6 | 252.69 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 9 | 6 |
| 8 | 253.02 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 2 |
| 9 | 253.02 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 13 | 2 |
| 14 | 253.20 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 6 |
| 20 | 253.65 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 4 |
| 52 | 257.54 | wind | 1.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
| 64 | 259.74 | wind | 1.0 | 270 | < th | dose independent | rect. | 23 | 2 |
| 79 | 264.54 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 80 | 264.56 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 96 | 269.00 | wind | 1.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 100 | 269.85 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 3 | 3 |
| 104 | 269.86 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 3 | 3 |
| 156 | 273.06 | temperature | 20.0 | 10 | > th | dose independent | rect. | 1 | 5 |
| 159 | 273.60 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 3 | 1 |
| 164 | 273.61 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 3 | 1 |
| 171 | 273.62 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 19 | 5 |
| 175 | 273.95 | temperature | 20.0 | 90 | > th | dose independent | rect. | 1 | 5 |
| 179 | 274.48 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 3 |
| 190 | 276.62 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 19 | 4 |
| 192 | 276.77 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 1 | 1 |
| 193 | 276.81 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 21 | 2 |
| 194 | 276.88 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 24 | 6 |
| 201 | 277.67 | wind | 1.0 | 10 | < th | dose independent | rect. | 3 | 2 |
| 202 | 277.84 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 5 |
| 207 | 278.47 | wind | 1.0 | 10 | < th | dose dependent | rect. | 3 | 2 |
| 213 | 278.87 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 18 | 7 |
| 222 | 279.42 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 21 | 1 |
| 229 | 280.13 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
| 233 | 280.76 | temperature | 20.0 | 10 | > th | dose independent | rect. | 3 | 1 |
| 238 | 281.08 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
| 241 | 281.44 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 243 | 281.44 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
| 245 | 281.44 | radiation | 20.0 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 296 | 281.44 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
| 298 | 281.44 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 20 | 1 |
| 300 | 281.44 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 353 | 281.86 | atmosphere | 1005.0 | 270 | < th | dose dependent | rect. | 24 | 3 |
| 360 | 282.37 | temperature | 20.0 | 10 | > th | dose independent | rect. | 1 | 3 |
| 362 | 282.55 | temperature | 20.0 | 270 | > th | dose independent | rect. | 1 | 1 |
| 363 | 282.57 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
| 397 | 284.06 | wind | 1.0 | 90 | < th | dose independent | rect. | 13 | 15 |
| 413 | 284.44 | wind | 1.0 | 90 | < th | dose independent | rect. | 15 | 13 |
| 485 | 287.17 | precipitation | 0.1 | 30 | > th | dose dependent | sin | 3 | NA |
| 486 | 287.23 | precipitation | 0.1 | 30 | > th | dose independent | sin | 3 | NA |
| 489 | 287.31 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 23 | 9 |
| 490 | 287.33 | precipitation | 0.1 | 30 | < th | dose independent | sin | 3 | NA |
| 491 | 287.33 | precipitation | 0.1 | 30 | < th | dose dependent | sin | 3 | NA |
| 492 | 287.34 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 18 | 1 |
| 496 | 287.51 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 20 | 8 |
| 508 | 287.75 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 21 | 11 |
| 536 | 288.38 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
| 551 | 288.70 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 23 | 2 |
| 596 | 289.82 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 12 | 16 |
| 619 | 290.39 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 21 | 7 |
| 701 | 291.90 | humidity | 90.0 | 270 | > th | dose dependent | sin | 15 | NA |
| 774 | 292.44 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 9 |
| 776 | 292.45 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 11 |
| 782 | 292.59 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 17 |
| 965 | 294.88 | radiation | 10.0 | 1440 | < th | dose dependent | sin | 19 | NA |