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Os03g0132900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Chitinase (EC 3.2.1.14) (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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
198.26 | 0.662 | 12 | 0.912 | 0.94 | 4.89 | -0.0164 | 4.48 | 0.162 | 5.86 | 1.019 | 10079 | -- | -- |
223.23 | 0.696 | 12.1 | -0.00444 | 1.13 | 4.67 | -0.121 | -- | -0.0899 | 4.79 | 1.06 | 10170 | -- | -- |
197.36 | 0.654 | 12 | 0.887 | 0.914 | 4.93 | -- | 4.46 | 0.152 | 5.73 | 1.03 | 10098 | -- | -- |
182.86 | 0.63 | 12.1 | -0.447 | 1.63 | 4.58 | -- | -- | -0.109 | 4.41 | 1.172 | 14791 | -- | -- |
243.29 | 0.726 | 12 | 0.958 | -- | 4.95 | -- | 4.53 | 0.17 | -- | 1.02 | 10094 | -- | -- |
564.74 | 1.11 | 11.8 | 1.11 | 1.01 | -- | 0.166 | -- | 1.04 | 5.45 | -- | -- | -- | -- |
564.81 | 1.11 | 11.8 | 1.11 | 1.01 | -- | -- | -- | 1.04 | 5.44 | -- | -- | -- | -- |
228.15 | 0.703 | 12.1 | -1.03 | -- | 4.56 | -- | -- | -0.571 | -- | 1.126 | 17283 | -- | -- |
187.53 | 0.638 | 12.1 | -- | 1.69 | 4.56 | -- | -- | -0.0884 | 4.48 | 1.19 | 14818 | -- | -- |
618.22 | 1.16 | 11.8 | 1.14 | -- | -- | -- | -- | 1.06 | -- | -- | -- | -- | -- |
597.35 | 1.14 | 11.9 | -- | 1.03 | -- | -- | -- | 0.913 | 5.4 | -- | -- | -- | -- |
236.23 | 0.716 | 12.1 | -- | -- | 3.77 | -- | -- | -0.227 | -- | 1.199 | 17277 | -- | -- |
652.79 | 1.19 | 11.9 | -- | -- | -- | -- | -- | 0.935 | -- | -- | -- | -- | -- |
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 | 163.59 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 18 | 12 |
2 | 165.44 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 18 | 12 |
3 | 167.87 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 5 |
6 | 169.18 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 14 | 5 |
9 | 169.64 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
10 | 170.01 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 3 | 4 |
12 | 170.26 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 3 | 4 |
13 | 170.26 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 3 | 4 |
15 | 170.59 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 22 |
21 | 171.12 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 14 | 5 |
22 | 171.14 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 5 | 11 |
23 | 171.26 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 5 | 11 |
36 | 171.47 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 1 | 15 |
39 | 171.50 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 13 |
44 | 171.57 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 19 | 21 |
47 | 172.43 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 9 | 10 |
75 | 172.88 | radiation | 1.0 | 14400 | > th | dose independent | sin | 4 | NA |
76 | 172.89 | radiation | 1.0 | 14400 | < th | dose independent | sin | 4 | NA |
95 | 173.19 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 17 | 2 |
107 | 173.24 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 10 | 1 |
123 | 173.58 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 17 | 3 |
130 | 173.64 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 17 | 9 |
141 | 173.99 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 9 | 10 |
167 | 174.36 | temperature | 20.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
197 | 174.66 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 5 | 2 |
200 | 174.84 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
202 | 174.86 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
221 | 175.40 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 16 | 4 |
223 | 175.46 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 10 | 1 |
286 | 176.60 | radiation | 1.0 | 43200 | < th | dose independent | sin | 13 | NA |
301 | 176.79 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 3 | 14 |
332 | 177.04 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 7 | 13 |
383 | 177.23 | temperature | 25.0 | 43200 | < th | dose dependent | sin | 3 | NA |
419 | 177.33 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 17 | 17 |
431 | 177.38 | radiation | 1.0 | 43200 | > th | dose independent | sin | 12 | NA |
464 | 177.54 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 12 | 20 |
519 | 177.76 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
526 | 177.78 | temperature | 25.0 | 43200 | < th | dose dependent | no | NA | NA |
655 | 178.22 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
674 | 178.28 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 13 | 10 |
703 | 178.36 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 16 | 17 |
712 | 178.39 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 16 | 4 |
736 | 178.44 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 19 | 1 |
765 | 178.49 | temperature | 25.0 | 43200 | < th | dose dependent | sin | 17 | NA |
940 | 178.73 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 16 | 7 |