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Os10g0485000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : WW/Rsp5/WWP 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21.11 | 0.216 | 9.78 | 0.386 | 0.454 | -0.237 | -0.0859 | -1.5 | 0.148 | 12.4 | 0.9499 | 4237 | -- | -- |
21.44 | 0.217 | 9.81 | 0.0939 | 0.209 | -0.236 | -0.333 | -- | 0.121 | 12.2 | 16.74 | 12309 | -- | -- |
20.97 | 0.213 | 9.78 | 0.384 | 0.454 | -0.239 | -- | -1.6 | 0.148 | 12.2 | 0.8897 | 4171 | -- | -- |
21.91 | 0.219 | 9.81 | 0.0817 | 0.218 | -0.227 | -- | -- | 0.12 | 12.5 | 16.74 | 12309 | -- | -- |
26.53 | 0.241 | 9.82 | 0.074 | -- | -0.266 | -- | 0.273 | 0.0976 | -- | 0.9975 | 24883 | -- | -- |
23.6 | 0.228 | 9.81 | 0.106 | 0.415 | -- | -0.278 | -- | 0.111 | 12.3 | -- | -- | -- | -- |
23.93 | 0.229 | 9.81 | 0.0949 | 0.416 | -- | -- | -- | 0.11 | 12.4 | -- | -- | -- | -- |
23.23 | 0.225 | 9.82 | 0.0582 | -- | -0.34 | -- | -- | 0.114 | -- | 10.01 | 21940 | -- | -- |
22.08 | 0.22 | 9.81 | -- | 0.214 | -0.23 | -- | -- | 0.111 | 12.5 | 16.74 | 12309 | -- | -- |
34.78 | 0.276 | 9.82 | 0.0808 | -- | -- | -- | -- | 0.104 | -- | -- | -- | -- | -- |
24.17 | 0.23 | 9.81 | -- | 0.414 | -- | -- | -- | 0.0997 | 12.4 | -- | -- | -- | -- |
23.32 | 0.226 | 9.82 | -- | -- | -0.341 | -- | -- | 0.108 | -- | 10.01 | 21940 | -- | -- |
34.95 | 0.276 | 9.82 | -- | -- | -- | -- | -- | 0.0945 | -- | -- | -- | -- | -- |
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 | 19.21 | wind | 1 | 14400 | < th | dose dependent | rect. | 2 | 6 |
2 | 19.34 | wind | 1 | 14400 | < th | dose independent | rect. | 2 | 6 |
4 | 19.44 | humidity | 80 | 14400 | > th | dose dependent | rect. | 1 | 5 |
10 | 19.54 | wind | 1 | 14400 | > th | dose independent | rect. | 2 | 5 |
19 | 19.67 | humidity | 90 | 14400 | > th | dose independent | rect. | 4 | 2 |
23 | 19.72 | wind | 1 | 14400 | < th | dose dependent | rect. | 5 | 3 |
24 | 19.73 | wind | 1 | 14400 | < th | dose independent | rect. | 22 | 9 |
25 | 19.73 | humidity | 80 | 14400 | > th | dose dependent | rect. | 1 | 1 |
35 | 19.78 | temperature | 30 | 90 | < th | dose independent | rect. | 2 | 16 |
36 | 19.78 | humidity | 50 | 14400 | > th | dose dependent | rect. | 1 | 4 |
42 | 19.82 | temperature | 25 | 90 | > th | dose dependent | sin | 7 | NA |
49 | 19.84 | wind | 1 | 14400 | < th | dose independent | rect. | 5 | 3 |
55 | 19.86 | humidity | 90 | 14400 | < th | dose independent | rect. | 1 | 5 |
60 | 19.88 | humidity | 90 | 14400 | < th | dose independent | rect. | 3 | 3 |
81 | 19.96 | atmosphere | 1000 | 270 | > th | dose dependent | rect. | 24 | 6 |
88 | 19.98 | humidity | 90 | 14400 | > th | dose independent | rect. | 1 | 5 |
89 | 19.98 | wind | 1 | 14400 | > th | dose independent | rect. | 22 | 9 |
90 | 19.98 | atmosphere | 1000 | 90 | > th | dose independent | rect. | 13 | 18 |
103 | 20.00 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 10 | 21 |
114 | 20.03 | temperature | 25 | 270 | > th | dose dependent | rect. | 20 | 15 |
117 | 20.04 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 11 | 19 |
118 | 20.04 | temperature | 25 | 10 | > th | dose dependent | sin | 5 | NA |
128 | 20.06 | wind | 1 | 14400 | > th | dose independent | rect. | 5 | 2 |
139 | 20.08 | temperature | 30 | 270 | < th | dose independent | rect. | 24 | 17 |
142 | 20.08 | temperature | 20 | 270 | > th | dose dependent | rect. | 6 | 5 |
146 | 20.09 | wind | 1 | 270 | > th | dose independent | rect. | 23 | 8 |
155 | 20.12 | temperature | 25 | 43200 | < th | dose independent | rect. | 20 | 1 |
161 | 20.13 | temperature | 25 | 43200 | > th | dose independent | rect. | 20 | 1 |
168 | 20.14 | temperature | 15 | 270 | > th | dose independent | rect. | 11 | 19 |
176 | 20.15 | temperature | 20 | 270 | > th | dose dependent | rect. | 7 | 3 |
179 | 20.15 | temperature | 25 | 10 | > th | dose dependent | rect. | 21 | 17 |
187 | 20.16 | temperature | 20 | 90 | > th | dose dependent | rect. | 7 | 7 |
191 | 20.17 | radiation | 20 | 270 | < th | dose dependent | sin | 9 | NA |
199 | 20.18 | radiation | 30 | 10 | < th | dose dependent | sin | 4 | NA |
205 | 20.19 | temperature | 15 | 90 | > th | dose independent | rect. | 13 | 18 |
246 | 20.23 | wind | 1 | 43200 | > th | dose independent | rect. | 17 | 15 |
247 | 20.23 | temperature | 15 | 270 | > th | dose independent | rect. | 10 | 21 |
261 | 20.25 | humidity | 90 | 14400 | > th | dose independent | rect. | 1 | 2 |
273 | 20.26 | temperature | 20 | 10 | > th | dose dependent | rect. | 7 | 7 |
304 | 20.29 | atmosphere | 1000 | 270 | > th | dose independent | rect. | 1 | 16 |
306 | 20.29 | radiation | 1 | 270 | > th | dose dependent | sin | 10 | NA |
313 | 20.30 | humidity | 70 | 43200 | > th | dose independent | rect. | 24 | 8 |
317 | 20.30 | temperature | 25 | 270 | > th | dose dependent | rect. | 9 | 1 |
337 | 20.32 | atmosphere | 1000 | 10 | > th | dose independent | rect. | 3 | 15 |
352 | 20.33 | radiation | 30 | 90 | < th | dose dependent | sin | 5 | NA |
353 | 20.33 | radiation | 1 | 270 | > th | dose dependent | rect. | 6 | 4 |
360 | 20.34 | humidity | 90 | 14400 | < th | dose independent | rect. | 1 | 1 |
380 | 20.34 | radiation | 20 | 270 | < th | dose dependent | rect. | 23 | 15 |
402 | 20.36 | wind | 1 | 43200 | < th | dose independent | rect. | 9 | 5 |
450 | 20.39 | wind | 1 | 14400 | > th | dose independent | rect. | 9 | 5 |
458 | 20.39 | wind | 1 | 270 | > th | dose independent | rect. | 10 | 21 |
468 | 20.39 | radiation | 20 | 270 | < th | dose dependent | rect. | 23 | 10 |
470 | 20.40 | wind | 1 | 14400 | > th | dose independent | rect. | 11 | 1 |
471 | 20.40 | wind | 1 | 14400 | > th | dose independent | rect. | 10 | 3 |
487 | 20.40 | temperature | 25 | 10 | > th | dose dependent | rect. | 2 | 12 |
499 | 20.41 | temperature | 10 | 270 | > th | dose dependent | rect. | 6 | 5 |
513 | 20.42 | temperature | 20 | 43200 | > th | dose dependent | rect. | 21 | 1 |
519 | 20.42 | radiation | 20 | 270 | < th | dose dependent | rect. | 23 | 18 |
522 | 20.43 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 3 |
534 | 20.43 | temperature | 10 | 270 | > th | dose dependent | rect. | 7 | 3 |
549 | 20.44 | temperature | 30 | 90 | < th | dose independent | rect. | 13 | 18 |
575 | 20.45 | temperature | 20 | 43200 | > th | dose dependent | rect. | 5 | 1 |
582 | 20.45 | radiation | 40 | 90 | < th | dose dependent | rect. | 2 | 15 |
583 | 20.45 | radiation | 40 | 10 | < th | dose dependent | rect. | 3 | 15 |
594 | 20.46 | radiation | 10 | 270 | < th | dose independent | rect. | 23 | 9 |
597 | 20.46 | wind | 1 | 270 | > th | dose independent | rect. | 11 | 19 |
599 | 20.46 | temperature | 30 | 43200 | < th | dose dependent | rect. | 21 | 1 |
609 | 20.46 | temperature | 20 | 14400 | < th | dose dependent | rect. | 5 | 13 |
618 | 20.47 | wind | 1 | 43200 | < th | dose independent | sin | 10 | NA |
636 | 20.47 | temperature | 10 | 43200 | > th | dose dependent | rect. | 21 | 1 |
706 | 20.50 | radiation | 10 | 270 | > th | dose independent | sin | 10 | NA |
718 | 20.50 | temperature | 20 | 14400 | < th | dose dependent | rect. | 6 | 1 |
728 | 20.50 | temperature | 20 | 14400 | < th | dose dependent | rect. | 5 | 6 |
737 | 20.50 | temperature | 20 | 43200 | > th | dose dependent | rect. | 20 | 11 |
742 | 20.51 | wind | 1 | 14400 | < th | dose independent | rect. | 11 | 1 |
755 | 20.51 | radiation | 40 | 90 | < th | dose independent | rect. | 13 | 18 |
799 | 20.51 | temperature | 20 | 10 | > th | dose dependent | rect. | 7 | 19 |
874 | 20.53 | radiation | 10 | 270 | > th | dose independent | rect. | 17 | 17 |
890 | 20.53 | humidity | 70 | 43200 | < th | dose dependent | rect. | 1 | 7 |
914 | 20.54 | temperature | 25 | 43200 | < th | dose independent | rect. | 6 | 1 |
917 | 20.54 | temperature | 25 | 43200 | > th | dose independent | rect. | 6 | 2 |
928 | 20.54 | temperature | 25 | 43200 | < th | dose independent | rect. | 18 | 13 |
931 | 20.54 | temperature | 20 | 43200 | > th | dose dependent | sin | 9 | NA |
937 | 20.54 | temperature | 30 | 43200 | < th | dose dependent | rect. | 6 | 1 |
984 | 20.55 | temperature | 25 | 43200 | < th | dose independent | sin | 14 | NA |
989 | 20.55 | radiation | 10 | 270 | > th | dose independent | rect. | 6 | 4 |