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Os09g0505600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Proteasome subunit beta type 1 (EC 3.4.25.1) (20S proteasome alpha subunit F) (20S proteasome subunit beta-6).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11.63 | 0.16 | 12.5 | 0.223 | 0.0385 | -0.106 | -0.265 | -0.598 | -0.0531 | 0.672 | 21.4 | 3371 | -- | -- |
11.97 | 0.162 | 12.4 | 0.365 | 0.011 | -0.0823 | -0.282 | -- | -0.0133 | 0.43 | 21.4 | 3371 | -- | -- |
11.88 | 0.161 | 12.5 | 0.218 | 0.0405 | -0.11 | -- | -0.649 | -0.0578 | 0.296 | 21.31 | 3619 | -- | -- |
12.15 | 0.162 | 12.4 | 0.388 | 0.0273 | -0.0867 | -- | -- | 0.00595 | 22.5 | 23.2 | 250 | -- | -- |
11.99 | 0.161 | 12.5 | 0.218 | -- | -0.103 | -- | -0.643 | -0.0569 | -- | 21.4 | 3595 | -- | -- |
12.29 | 0.164 | 12.4 | 0.344 | 0.037 | -- | -0.271 | -- | -0.0325 | 0.496 | -- | -- | -- | -- |
12.61 | 0.166 | 12.4 | 0.354 | 0.0378 | -- | -- | -- | -0.0312 | 0.425 | -- | -- | -- | -- |
12.08 | 0.162 | 12.4 | 0.394 | -- | -0.107 | -- | -- | 0.0151 | -- | 22.3 | 77 | -- | -- |
15.6 | 0.185 | 12.4 | -- | 0.0963 | 0.0714 | -- | -- | -0.0889 | 1.86 | 26.49 | 105 | -- | -- |
12.7 | 0.167 | 12.4 | 0.356 | -- | -- | -- | -- | -0.0306 | -- | -- | -- | -- | -- |
15.92 | 0.187 | 12.4 | -- | 0.0432 | -- | -- | -- | -0.0706 | 0.844 | -- | -- | -- | -- |
15.87 | 0.186 | 12.4 | -- | -- | -0.0496 | -- | -- | -0.0574 | -- | 22.11 | 74 | -- | -- |
16.04 | 0.187 | 12.4 | -- | -- | -- | -- | -- | -0.07 | -- | -- | -- | -- | -- |
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 | 10.74 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 21 | 8 |
7 | 10.86 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 21 | 8 |
12 | 10.94 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 5 | 6 |
14 | 10.98 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
16 | 11.01 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 16 |
17 | 11.01 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 16 |
18 | 11.01 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
21 | 11.01 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 16 |
22 | 11.02 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 6 |
24 | 11.02 | radiation | 30.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
27 | 11.02 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 21 | 8 |
28 | 11.03 | wind | 9.0 | 90 | < th | dose independent | rect. | 21 | 8 |
29 | 11.03 | temperature | 10.0 | 90 | > th | dose independent | rect. | 21 | 8 |
30 | 11.03 | temperature | 30.0 | 90 | < th | dose independent | rect. | 21 | 8 |
31 | 11.03 | humidity | 50.0 | 90 | > th | dose independent | rect. | 21 | 8 |
34 | 11.03 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 21 | 8 |
35 | 11.03 | radiation | 20.0 | 90 | < th | dose independent | rect. | 21 | 8 |
38 | 11.03 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 16 |
39 | 11.03 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 16 |
40 | 11.03 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 8 | 21 |
44 | 11.04 | radiation | 20.0 | 90 | < th | dose independent | rect. | 5 | 4 |
46 | 11.04 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 8 |
48 | 11.04 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 21 | 8 |
52 | 11.04 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 8 |
57 | 11.04 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 21 | 8 |
58 | 11.04 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 22 |
65 | 11.07 | wind | 1.0 | 90 | > th | dose independent | rect. | 5 | 3 |
68 | 11.07 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 5 | 16 |
69 | 11.07 | humidity | 70.0 | 10 | > th | dose dependent | rect. | 6 | 3 |
73 | 11.07 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 22 | 21 |
75 | 11.08 | temperature | 20.0 | 90 | > th | dose independent | rect. | 22 | 7 |
78 | 11.08 | wind | 9.0 | 90 | < th | dose dependent | rect. | 21 | 8 |
98 | 11.12 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
100 | 11.12 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 5 | 10 |
102 | 11.13 | radiation | 10.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
110 | 11.14 | wind | 1.0 | 90 | > th | dose independent | rect. | 5 | 16 |
111 | 11.14 | radiation | 1.0 | 30 | < th | dose independent | rect. | 21 | 22 |
117 | 11.15 | wind | 1.0 | 10 | > th | dose independent | rect. | 5 | 17 |
130 | 11.16 | temperature | 15.0 | 90 | > th | dose independent | rect. | 8 | 11 |
136 | 11.17 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 5 | 3 |
138 | 11.17 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 7 |
141 | 11.17 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 7 |
145 | 11.17 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 7 |
154 | 11.17 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 7 |
155 | 11.17 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 23 | 7 |
165 | 11.17 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 17 |
175 | 11.18 | wind | 7.0 | 90 | < th | dose independent | rect. | 5 | 3 |
177 | 11.18 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 3 |
179 | 11.18 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 3 |
180 | 11.18 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 3 |
184 | 11.18 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 3 |
191 | 11.18 | temperature | 10.0 | 90 | > th | dose independent | rect. | 8 | 21 |
203 | 11.19 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 3 |
207 | 11.19 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 3 |
222 | 11.20 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 8 | 21 |
223 | 11.20 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 8 | 21 |
231 | 11.20 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 8 | 21 |
232 | 11.21 | humidity | 80.0 | 10 | > th | dose independent | rect. | 6 | 3 |
266 | 11.23 | humidity | 90.0 | 270 | < th | dose independent | rect. | 24 | 16 |
274 | 11.23 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
276 | 11.23 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 6 | 3 |
284 | 11.23 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 17 |
304 | 11.24 | humidity | 90.0 | 10 | < th | dose independent | rect. | 9 | 10 |
305 | 11.24 | radiation | 20.0 | 90 | < th | dose independent | rect. | 19 | 14 |
310 | 11.24 | radiation | 1.0 | 10 | < th | dose dependent | sin | 7 | NA |
328 | 11.24 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 22 | 16 |
333 | 11.25 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 16 |
335 | 11.25 | wind | 9.0 | 90 | < th | dose independent | rect. | 8 | 21 |
340 | 11.25 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 5 | 3 |
349 | 11.25 | wind | 9.0 | 90 | < th | dose dependent | rect. | 13 | 16 |
361 | 11.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 4 |
366 | 11.26 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 6 | 4 |
368 | 11.26 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 6 | 4 |
380 | 11.26 | radiation | 1.0 | 10 | < th | dose independent | rect. | 22 | 16 |
384 | 11.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 10 | 20 |
423 | 11.27 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 13 | 16 |
447 | 11.28 | radiation | 30.0 | 10 | < th | dose independent | rect. | 5 | 7 |
449 | 11.28 | humidity | 90.0 | 270 | < th | dose independent | rect. | 7 | 9 |
453 | 11.28 | humidity | 50.0 | 90 | > th | dose independent | rect. | 8 | 21 |
456 | 11.28 | radiation | 1.0 | 90 | < th | dose dependent | sin | 9 | NA |
462 | 11.28 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 6 | 3 |
463 | 11.28 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 1 | 4 |
473 | 11.28 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 22 | 14 |
475 | 11.29 | radiation | 1.0 | 10 | < th | dose independent | sin | 7 | NA |
476 | 11.29 | wind | 9.0 | 1440 | < th | dose independent | rect. | 6 | 3 |
482 | 11.29 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 6 | 3 |
493 | 11.29 | radiation | 1.0 | 10 | < th | dose independent | rect. | 22 | 14 |
504 | 11.29 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
506 | 11.29 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 24 | 2 |
529 | 11.30 | humidity | 80.0 | 90 | > th | dose independent | rect. | 5 | 6 |
563 | 11.30 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 16 |
574 | 11.30 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 3 |
592 | 11.31 | wind | 1.0 | 270 | > th | dose independent | rect. | 5 | 1 |
597 | 11.31 | radiation | 20.0 | 10 | < th | dose independent | rect. | 6 | 3 |
600 | 11.31 | temperature | 20.0 | 10 | > th | dose independent | rect. | 5 | 4 |
605 | 11.31 | wind | 3.0 | 90 | < th | dose independent | rect. | 5 | 7 |
648 | 11.31 | atmosphere | 995.0 | 90 | > th | dose dependent | rect. | 5 | 16 |
655 | 11.32 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 6 |
679 | 11.32 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
697 | 11.33 | radiation | 1.0 | 10 | > th | dose independent | sin | 7 | NA |
704 | 11.33 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 5 | 8 |
706 | 11.33 | wind | 5.0 | 90 | < th | dose independent | rect. | 13 | 16 |
709 | 11.33 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 18 |
710 | 11.33 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 6 | 23 |
735 | 11.33 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 6 | 23 |
745 | 11.34 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 7 |
795 | 11.35 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 6 | 1 |
812 | 11.35 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 19 | 14 |
828 | 11.35 | wind | 9.0 | 90 | < th | dose dependent | rect. | 17 | 12 |
831 | 11.35 | wind | 9.0 | 90 | < th | dose dependent | rect. | 9 | 20 |
836 | 11.36 | temperature | 20.0 | 270 | > th | dose independent | rect. | 5 | 1 |
842 | 11.36 | radiation | 1.0 | 270 | < th | dose independent | rect. | 4 | 7 |
844 | 11.36 | wind | 1.0 | 10 | > th | dose independent | rect. | 5 | 8 |
845 | 11.36 | wind | 9.0 | 30 | < th | dose independent | rect. | 5 | 8 |
869 | 11.36 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 6 |
892 | 11.37 | wind | 7.0 | 10 | < th | dose independent | rect. | 6 | 2 |
894 | 11.37 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 2 |
896 | 11.37 | temperature | 30.0 | 10 | < th | dose independent | rect. | 6 | 2 |
897 | 11.37 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 2 |
899 | 11.37 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 2 |
900 | 11.37 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 2 |
902 | 11.37 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 2 |
942 | 11.37 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 11 | 18 |
947 | 11.37 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 5 | 1 |
952 | 11.37 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 2 |
974 | 11.37 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 4 | 15 |
997 | 11.38 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 6 | 8 |