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Os09g0563300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to RuBisCO subunit binding-protein alpha subunit, chloroplast precursor (60 kDa chaperonin alpha subunit) (CPN-60 alpha) (Fragment).
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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 = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
150.96 | 0.577 | 8.55 | 1.7 | 3.01 | -2.54 | 0.396 | -1.27 | 0.0229 | 16.1 | 30.75 | 90 | 19.3 | -- |
152.59 | 0.575 | 8.55 | 1.65 | 2.97 | -2.41 | 0.214 | -- | 0.0263 | 16 | 31.38 | 113 | 19.7 | -- |
151.28 | 0.573 | 8.54 | 1.7 | 2.97 | -2.59 | -- | -1.12 | 0.0242 | 16 | 31.12 | 99 | 19.6 | -- |
152.64 | 0.575 | 8.55 | 1.6 | 2.99 | -2.54 | -- | -- | 0.0156 | 15.9 | 31.7 | 113 | 19.8 | -- |
191.15 | 0.644 | 8.56 | 1.67 | -- | -3.96 | -- | -0.935 | -0.0763 | -- | 41.77 | 177 | 2.06 | -- |
192.78 | 0.651 | 8.53 | 1.95 | 3.18 | -- | 0.739 | -- | 0.223 | 17 | -- | -- | -- | -- |
194.18 | 0.653 | 8.53 | 1.95 | 3.19 | -- | -- | -- | 0.227 | 17 | -- | -- | -- | -- |
187.53 | 0.638 | 8.51 | 1.79 | -- | -3.64 | -- | -- | 0.0819 | -- | 58.54 | 139 | 1.9 | -- |
215.82 | 0.684 | 8.6 | -- | 3.02 | -3.29 | -- | -- | -0.224 | 15.7 | 31.31 | 102 | 19.3 | -- |
728.06 | 1.26 | 8.5 | 1.84 | -- | -- | -- | -- | 0.145 | -- | -- | -- | -- | -- |
294.46 | 0.803 | 8.58 | -- | 3.15 | -- | -- | -- | 0.00945 | 17 | -- | -- | -- | -- |
266.07 | 0.76 | 8.58 | -- | -- | -4 | -- | -- | -0.225 | -- | 43.95 | 178 | 2.08 | -- |
816.9 | 1.33 | 8.54 | -- | -- | -- | -- | -- | -0.0584 | -- | -- | -- | -- | -- |
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 | 143.22 | temperature | 15 | 270 | > th | dose dependent | rect. | 6 | 8 |
14 | 147.86 | temperature | 30 | 90 | < th | dose dependent | rect. | 4 | 15 |
15 | 147.87 | temperature | 30 | 270 | < th | dose dependent | rect. | 2 | 17 |
16 | 147.91 | temperature | 30 | 90 | < th | dose dependent | rect. | 4 | 17 |
18 | 148.14 | temperature | 20 | 10 | > th | dose dependent | rect. | 9 | 7 |
34 | 149.54 | temperature | 30 | 90 | < th | dose dependent | rect. | 4 | 13 |
56 | 150.74 | temperature | 30 | 90 | < th | dose dependent | rect. | 4 | 11 |
70 | 151.31 | temperature | 30 | 90 | < th | dose dependent | sin | 1 | NA |
77 | 151.46 | temperature | 30 | 90 | < th | dose dependent | rect. | 4 | 9 |
83 | 151.67 | temperature | 10 | 30 | > th | dose dependent | rect. | 9 | 19 |
123 | 152.59 | temperature | 10 | 90 | > th | dose dependent | sin | 2 | NA |
133 | 152.79 | temperature | 20 | 270 | > th | dose dependent | rect. | 8 | 3 |
141 | 153.06 | temperature | 20 | 270 | > th | dose dependent | rect. | 9 | 1 |
168 | 153.63 | temperature | 25 | 270 | < th | dose independent | rect. | 2 | 17 |
180 | 153.83 | temperature | 25 | 270 | > th | dose independent | rect. | 7 | 7 |
193 | 154.13 | temperature | 25 | 270 | < th | dose independent | rect. | 2 | 10 |
195 | 154.15 | temperature | 25 | 90 | > th | dose dependent | sin | 4 | NA |
269 | 155.64 | temperature | 10 | 270 | > th | dose dependent | rect. | 22 | 15 |
280 | 155.87 | temperature | 25 | 90 | < th | dose independent | rect. | 4 | 18 |
336 | 156.71 | temperature | 25 | 90 | > th | dose dependent | rect. | 24 | 15 |
380 | 157.42 | temperature | 25 | 270 | > th | dose dependent | sin | 7 | NA |
443 | 158.14 | temperature | 25 | 270 | > th | dose independent | rect. | 9 | 2 |
549 | 159.15 | temperature | 25 | 10 | > th | dose dependent | rect. | 4 | 12 |
551 | 159.17 | temperature | 25 | 10 | > th | dose dependent | rect. | 24 | 16 |
578 | 159.36 | temperature | 25 | 10 | > th | dose independent | rect. | 9 | 7 |
603 | 159.62 | wind | 7 | 270 | < th | dose independent | rect. | 6 | 21 |
615 | 159.69 | temperature | 25 | 10 | > th | dose dependent | rect. | 22 | 18 |
698 | 160.35 | wind | 7 | 30 | < th | dose independent | rect. | 9 | 19 |
712 | 160.54 | temperature | 25 | 270 | > th | dose independent | rect. | 24 | 14 |
715 | 160.55 | temperature | 25 | 270 | > th | dose independent | sin | 4 | NA |
744 | 160.70 | wind | 5 | 270 | < th | dose independent | rect. | 7 | 8 |
765 | 160.85 | wind | 9 | 270 | < th | dose dependent | rect. | 7 | 8 |
784 | 160.99 | temperature | 25 | 270 | < th | dose independent | sin | 4 | NA |
938 | 162.26 | radiation | 40 | 90 | < th | dose independent | rect. | 4 | 18 |
973 | 162.54 | radiation | 30 | 270 | < th | dose dependent | rect. | 2 | 8 |
994 | 162.67 | wind | 9 | 270 | < th | dose dependent | rect. | 7 | 19 |