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Os02g0623600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein kinase-like 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 = temperature,
response mode = < th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
328.87 | 0.852 | 3.62 | -0.259 | 0.667 | -0.79 | -0.272 | -0.0136 | -0.051 | 0.32 | 19.97 | 12 | -- | -- |
328.87 | 0.845 | 3.62 | -0.262 | 0.666 | -0.789 | -0.277 | -- | -0.0515 | 0.32 | 19.97 | 12 | -- | -- |
329.13 | 0.845 | 3.62 | -0.233 | 0.669 | -0.795 | -- | -0.108 | -0.0462 | 0.225 | 19.97 | 12 | -- | -- |
329.19 | 0.845 | 3.62 | -0.25 | 0.667 | -0.789 | -- | -- | -0.0498 | 0.215 | 19.95 | 12 | -- | -- |
355.14 | 0.878 | 3.6 | -0.175 | -- | -0.568 | -- | 0.00114 | -0.00333 | -- | 19.98 | 14 | -- | -- |
353.19 | 0.881 | 3.59 | -0.0642 | 0.492 | -- | -0.269 | -- | 0.0889 | 0.0982 | -- | -- | -- | -- |
353.45 | 0.88 | 3.59 | -0.0526 | 0.494 | -- | -- | -- | 0.0909 | 23.9 | -- | -- | -- | -- |
355.14 | 0.878 | 3.6 | -0.176 | -- | -0.571 | -- | -- | -0.00118 | -- | 19.96 | 14 | -- | -- |
330.77 | 0.847 | 3.61 | -- | 0.655 | -0.748 | -- | -- | -0.0159 | 0.181 | 20 | 11 | -- | -- |
368.8 | 0.897 | 3.58 | -0.0379 | -- | -- | -- | -- | 0.0973 | -- | -- | -- | -- | -- |
353.52 | 0.88 | 3.59 | -- | 0.493 | -- | -- | -- | 0.0967 | 23.9 | -- | -- | -- | -- |
355.93 | 0.879 | 3.59 | -- | -- | -0.543 | -- | -- | 0.0219 | -- | 19.96 | 11 | -- | -- |
368.83 | 0.896 | 3.58 | -- | -- | -- | -- | -- | 0.102 | -- | -- | -- | -- | -- |
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 |
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1 | 323.79 | temperature | 20 | 10 | > th | dose independent | sin | 11 | NA |
2 | 324.00 | temperature | 20 | 270 | > th | dose independent | rect. | 15 | 10 |
6 | 324.59 | temperature | 20 | 30 | > th | dose independent | sin | 14 | NA |
13 | 324.88 | temperature | 20 | 90 | > th | dose independent | rect. | 17 | 9 |
15 | 325.00 | temperature | 20 | 270 | > th | dose independent | rect. | 4 | 21 |
18 | 325.09 | temperature | 20 | 10 | > th | dose independent | rect. | 6 | 20 |
23 | 325.33 | temperature | 20 | 10 | < th | dose independent | sin | 12 | NA |
26 | 325.43 | temperature | 20 | 90 | > th | dose independent | rect. | 5 | 23 |
29 | 325.60 | temperature | 20 | 10 | < th | dose independent | rect. | 16 | 13 |
30 | 325.61 | temperature | 20 | 10 | > th | dose independent | rect. | 6 | 23 |
54 | 326.26 | temperature | 20 | 10 | < th | dose independent | rect. | 16 | 17 |
125 | 327.37 | temperature | 20 | 10 | < th | dose independent | rect. | 12 | 17 |
135 | 327.54 | temperature | 20 | 90 | < th | dose independent | rect. | 12 | 17 |
139 | 327.56 | temperature | 20 | 90 | > th | dose independent | rect. | 18 | 15 |
160 | 327.76 | temperature | 20 | 10 | < th | dose independent | rect. | 12 | 21 |
192 | 328.02 | temperature | 20 | 10 | < th | dose independent | rect. | 6 | 23 |
193 | 328.03 | temperature | 20 | 10 | > th | dose independent | rect. | 18 | 15 |
235 | 328.33 | temperature | 20 | 10 | > th | dose independent | rect. | 4 | 23 |
270 | 328.67 | temperature | 20 | 10 | > th | dose independent | rect. | 13 | 23 |
272 | 328.72 | temperature | 20 | 10 | < th | dose independent | rect. | 10 | 19 |
286 | 328.83 | temperature | 20 | 10 | < th | dose independent | rect. | 10 | 23 |
309 | 328.95 | temperature | 20 | 10 | < th | dose independent | no | NA | NA |
312 | 328.95 | temperature | 20 | 10 | < th | dose independent | rect. | 3 | 23 |
317 | 328.98 | temperature | 20 | 10 | < th | dose independent | rect. | 21 | 23 |
329 | 329.01 | temperature | 20 | 10 | < th | dose independent | rect. | 19 | 23 |
340 | 329.05 | temperature | 20 | 10 | < th | dose independent | rect. | 23 | 23 |
362 | 329.12 | temperature | 20 | 90 | > th | dose independent | rect. | 15 | 23 |
375 | 329.19 | temperature | 20 | 10 | > th | dose independent | no | NA | NA |
383 | 329.25 | temperature | 20 | 10 | > th | dose independent | rect. | 15 | 23 |
405 | 329.43 | temperature | 20 | 10 | > th | dose independent | rect. | 18 | 18 |
419 | 329.52 | temperature | 20 | 10 | < th | dose independent | rect. | 1 | 23 |
596 | 330.63 | humidity | 60 | 90 | < th | dose dependent | rect. | 9 | 1 |
693 | 331.14 | temperature | 20 | 10 | > th | dose independent | rect. | 21 | 15 |
738 | 331.36 | temperature | 25 | 270 | < th | dose dependent | rect. | 11 | 17 |
743 | 331.42 | humidity | 60 | 90 | < th | dose independent | rect. | 9 | 1 |
773 | 331.52 | temperature | 20 | 30 | < th | dose independent | rect. | 16 | 8 |
788 | 331.55 | temperature | 25 | 270 | < th | dose dependent | sin | 17 | NA |
796 | 331.60 | temperature | 25 | 720 | < th | dose dependent | rect. | 11 | 10 |
833 | 331.79 | temperature | 20 | 10 | > th | dose independent | rect. | 11 | 23 |
835 | 331.80 | temperature | 20 | 10 | > th | dose independent | rect. | 21 | 23 |
919 | 332.18 | temperature | 15 | 90 | > th | dose dependent | sin | 10 | NA |