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Os03g0687700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
902.96 | 1.41 | 7.46 | -0.853 | 0.881 | -3.52 | 2.97 | 10.4 | -2.7 | 4.91 | 7.655 | 1390 | 10.4 | -- |
1010.67 | 1.48 | 7.51 | -0.294 | 1.13 | -2.97 | 3.43 | -- | -2.55 | 6 | 6.081 | 1339 | 10.4 | -- |
917.84 | 1.41 | 7.46 | -0.964 | 0.92 | -3.54 | -- | 10.8 | -2.66 | 4.36 | 7.51 | 1366 | 10.5 | -- |
1055.77 | 1.51 | 7.5 | -0.455 | 1.16 | -3.16 | -- | -- | -2.5 | 6.05 | 6.08 | 1341 | 10.1 | -- |
968.61 | 1.45 | 7.48 | -0.908 | -- | -3.35 | -- | 11.3 | -2.7 | -- | 7.237 | 1390 | 9.95 | -- |
1147.9 | 1.59 | 7.47 | -0.741 | 0.475 | -- | 4.44 | -- | -2.25 | 5.49 | -- | -- | -- | -- |
1176.11 | 1.61 | 7.49 | -0.741 | 0.751 | -- | -- | -- | -2.28 | 2.19 | -- | -- | -- | -- |
1081.96 | 1.53 | 7.53 | -0.262 | -- | -2.97 | -- | -- | -2.38 | -- | 8.094 | 1412 | 8.94 | -- |
1060.34 | 1.52 | 7.49 | -- | 1.2 | -3.31 | -- | -- | -2.47 | 6.19 | 6.088 | 1342 | 9.98 | -- |
1209.72 | 1.63 | 7.49 | -0.71 | -- | -- | -- | -- | -2.26 | -- | -- | -- | -- | -- |
1190.58 | 1.61 | 7.47 | -- | 0.736 | -- | -- | -- | -2.2 | 2.17 | -- | -- | -- | -- |
1072.11 | 1.53 | 7.54 | -- | -- | -2.73 | -- | -- | -2.5 | -- | 8.099 | 1411 | 7.96 | -- |
1223 | 1.63 | 7.47 | -- | -- | -- | -- | -- | -2.18 | -- | -- | -- | -- | -- |
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 | 939.18 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 2 |
3 | 946.86 | wind | 1 | 14400 | < th | dose dependent | rect. | 1 | 1 |
4 | 954.01 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 19 | 3 |
9 | 958.02 | wind | 3 | 14400 | < th | dose independent | rect. | 8 | 1 |
13 | 959.29 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 21 | 1 |
25 | 959.29 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 21 | 1 |
37 | 959.30 | wind | 3 | 14400 | > th | dose independent | rect. | 8 | 1 |
41 | 959.54 | radiation | 20 | 1440 | < th | dose dependent | rect. | 10 | 21 |
45 | 959.98 | wind | 3 | 14400 | > th | dose independent | rect. | 6 | 5 |
51 | 960.63 | radiation | 30 | 1440 | < th | dose dependent | rect. | 10 | 7 |
55 | 960.88 | radiation | 30 | 1440 | < th | dose dependent | rect. | 10 | 9 |
72 | 961.42 | radiation | 30 | 1440 | < th | dose dependent | rect. | 10 | 16 |
85 | 962.51 | wind | 3 | 14400 | < th | dose independent | rect. | 6 | 5 |
95 | 962.85 | radiation | 10 | 1440 | < th | dose independent | rect. | 14 | 5 |
135 | 963.88 | radiation | 10 | 1440 | < th | dose independent | rect. | 14 | 12 |
174 | 965.10 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 6 |
181 | 965.32 | radiation | 1 | 1440 | > th | dose dependent | rect. | 11 | 20 |
194 | 966.04 | radiation | 1 | 1440 | > th | dose dependent | rect. | 11 | 6 |
200 | 966.23 | radiation | 1 | 1440 | > th | dose dependent | rect. | 11 | 8 |
238 | 966.71 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 15 |
242 | 966.78 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 18 |
288 | 967.39 | radiation | 10 | 1440 | < th | dose dependent | sin | 21 | NA |
297 | 967.58 | radiation | 20 | 1440 | < th | dose dependent | sin | 19 | NA |
323 | 968.43 | wind | 1 | 14400 | < th | dose dependent | rect. | 23 | 3 |
349 | 968.88 | wind | 1 | 14400 | < th | dose dependent | rect. | 20 | 11 |
372 | 969.32 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 17 | 15 |
399 | 970.11 | humidity | 70 | 1440 | < th | dose dependent | rect. | 15 | 2 |
419 | 970.70 | wind | 1 | 14400 | < th | dose dependent | rect. | 23 | 5 |
435 | 970.92 | radiation | 1 | 1440 | > th | dose dependent | sin | 17 | NA |
440 | 970.99 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 2 |
449 | 971.36 | atmosphere | 1005 | 720 | > th | dose independent | rect. | 18 | 10 |
466 | 971.64 | radiation | 10 | 1440 | < th | dose independent | sin | 16 | NA |
475 | 972.18 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 5 | 1 |
516 | 973.29 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 13 | NA |
563 | 973.91 | wind | 1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
602 | 974.82 | radiation | 30 | 1440 | < th | dose dependent | rect. | 11 | 1 |
622 | 975.33 | wind | 3 | 14400 | < th | dose independent | rect. | 6 | 1 |
677 | 976.00 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 1 | 1 |
704 | 976.00 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 1 | 1 |
760 | 976.08 | wind | 3 | 14400 | > th | dose independent | rect. | 6 | 1 |
761 | 976.08 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 1 | 1 |
855 | 977.32 | atmosphere | 1005 | 10 | > th | dose independent | sin | 7 | NA |
978 | 979.28 | humidity | 70 | 1440 | < th | dose dependent | sin | 15 | NA |
984 | 979.44 | atmosphere | 995 | 43200 | < th | dose independent | sin | 10 | NA |
985 | 979.45 | atmosphere | 995 | 43200 | > th | dose independent | sin | 10 | NA |