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Os06g0679800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Heat shock protein Hsp70 family 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.07 | 0.231 | 10.8 | -0.296 | 0.605 | -1.27 | 0.297 | -1.58 | -0.0836 | 4.58 | 31.39 | 277 | -- | -- |
26.33 | 0.239 | 10.8 | -0.546 | 0.595 | -1.34 | -0.0862 | -- | -0.121 | 4.7 | 132.3 | 282 | -- | -- |
24.16 | 0.229 | 10.8 | -0.308 | 0.593 | -1.29 | -- | -1.5 | -0.0968 | 4.82 | 31.3 | 331 | -- | -- |
25.89 | 0.237 | 10.8 | -0.536 | 0.576 | -1.25 | -- | -- | -0.142 | 4.88 | 31.92 | 324 | -- | -- |
28 | 0.246 | 10.8 | -0.303 | -- | -1 | -- | -1.43 | -0.112 | -- | 30.4 | 1357 | -- | -- |
45.17 | 0.315 | 10.8 | -0.262 | 0.21 | -- | -0.336 | -- | 0.0663 | 4.55 | -- | -- | -- | -- |
45.48 | 0.316 | 10.8 | -0.26 | 0.207 | -- | -- | -- | 0.0681 | 4.46 | -- | -- | -- | -- |
29.55 | 0.253 | 10.8 | -0.58 | -- | -1.04 | -- | -- | -0.129 | -- | 32.33 | 1312 | -- | -- |
33.46 | 0.269 | 10.8 | -- | 0.508 | -1.08 | -- | -- | -0.0314 | 4.76 | 38.68 | 294 | -- | -- |
47.78 | 0.323 | 10.8 | -0.252 | -- | -- | -- | -- | 0.0735 | -- | -- | -- | -- | -- |
47.25 | 0.322 | 10.8 | -- | 0.203 | -- | -- | -- | 0.097 | 4.49 | -- | -- | -- | -- |
37.15 | 0.284 | 10.8 | -- | -- | -0.794 | -- | -- | -0.015 | -- | 39.43 | 1275 | -- | -- |
49.45 | 0.328 | 10.8 | -- | -- | -- | -- | -- | 0.101 | -- | -- | -- | -- | -- |
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 | 24.33 | temperature | 30 | 270 | < th | dose dependent | rect. | 16 | 23 |
3 | 24.40 | temperature | 30 | 270 | < th | dose dependent | rect. | 12 | 23 |
4 | 24.43 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
5 | 24.43 | temperature | 30 | 270 | < th | dose dependent | rect. | 20 | 23 |
10 | 24.61 | temperature | 30 | 270 | < th | dose dependent | rect. | 5 | 23 |
11 | 24.63 | temperature | 15 | 270 | > th | dose dependent | rect. | 17 | 23 |
19 | 24.90 | temperature | 15 | 270 | > th | dose dependent | no | NA | NA |
30 | 25.08 | temperature | 15 | 270 | > th | dose dependent | rect. | 1 | 23 |
32 | 25.09 | temperature | 15 | 1440 | > th | dose dependent | rect. | 19 | 17 |
37 | 25.11 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 18 |
57 | 25.15 | temperature | 15 | 720 | > th | dose dependent | rect. | 18 | 21 |
62 | 25.17 | temperature | 20 | 1440 | > th | dose dependent | rect. | 23 | 12 |
87 | 25.23 | temperature | 20 | 1440 | > th | dose dependent | sin | 8 | NA |
97 | 25.25 | temperature | 30 | 270 | < th | dose dependent | rect. | 8 | 23 |
98 | 25.26 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 9 |
139 | 25.33 | temperature | 30 | 4320 | < th | dose dependent | rect. | 21 | 1 |
146 | 25.34 | temperature | 15 | 4320 | > th | dose dependent | rect. | 21 | 1 |
170 | 25.38 | temperature | 25 | 4320 | < th | dose independent | rect. | 20 | 2 |
192 | 25.41 | temperature | 15 | 270 | > th | dose dependent | rect. | 6 | 23 |
194 | 25.42 | temperature | 25 | 4320 | > th | dose independent | rect. | 20 | 2 |
195 | 25.42 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 5 |
198 | 25.42 | temperature | 10 | 1440 | > th | dose dependent | rect. | 18 | 8 |
204 | 25.43 | temperature | 10 | 1440 | > th | dose dependent | sin | 8 | NA |
212 | 25.44 | temperature | 25 | 4320 | < th | dose independent | rect. | 19 | 6 |
302 | 25.56 | temperature | 30 | 1440 | < th | dose dependent | sin | 9 | NA |
348 | 25.59 | temperature | 15 | 270 | > th | dose dependent | rect. | 3 | 23 |
664 | 25.90 | temperature | 30 | 1440 | < th | dose dependent | no | NA | NA |
712 | 25.94 | temperature | 30 | 1440 | < th | dose dependent | rect. | 3 | 23 |
743 | 25.96 | temperature | 30 | 1440 | < th | dose dependent | rect. | 20 | 23 |
744 | 25.96 | temperature | 30 | 1440 | < th | dose dependent | rect. | 23 | 23 |
760 | 25.97 | temperature | 30 | 1440 | < th | dose dependent | rect. | 10 | 23 |
769 | 25.98 | temperature | 30 | 1440 | < th | dose dependent | rect. | 1 | 23 |
816 | 26.01 | temperature | 10 | 1440 | > th | dose dependent | rect. | 8 | 22 |
828 | 26.02 | temperature | 10 | 1440 | > th | dose dependent | no | NA | NA |
926 | 26.08 | temperature | 15 | 1440 | > th | dose dependent | rect. | 23 | 1 |
938 | 26.08 | temperature | 10 | 1440 | > th | dose dependent | rect. | 23 | 23 |
966 | 26.10 | temperature | 10 | 1440 | > th | dose dependent | rect. | 3 | 23 |
982 | 26.12 | temperature | 30 | 1440 | < th | dose dependent | rect. | 23 | 1 |