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Os06g0725300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Expansin/Lol pI 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 = precipitation,
response mode = < th, dose dependency = dose independent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
172.08 | 0.616 | 9.79 | -1.21 | 3.31 | 1.89 | 1.31 | 1.68 | -0.7 | 8.09 | 0.432 | 226 | 16.6 | 22 |
174.73 | 0.616 | 9.78 | -1.2 | 3.3 | 1.9 | 1.86 | -- | -0.688 | 8.11 | 0.3382 | 233 | 16.5 | 22 |
175.87 | 0.618 | 9.8 | -1.2 | 3.3 | 1.88 | -- | 2.72 | -0.709 | 8.05 | 0.4081 | 226 | 16.6 | 22 |
185 | 0.633 | 9.79 | -1.14 | 3.29 | 1.94 | -- | -- | -0.692 | 8.08 | 0.1095 | 233 | 16.6 | 22 |
323.28 | 0.837 | 9.81 | -0.948 | -- | 3.49 | -- | 2.47 | -0.61 | -- | 1.5 | 595 | 15.2 | 22.4 |
227.97 | 0.708 | 9.77 | -1.31 | 4.11 | -- | 2.07 | -- | -0.712 | 7.65 | -- | -- | -- | -- |
240.02 | 0.726 | 9.77 | -1.26 | 4.11 | -- | -- | -- | -0.715 | 7.62 | -- | -- | -- | -- |
306.77 | 0.816 | 9.87 | -1.22 | -- | 2.96 | -- | -- | -0.664 | -- | 3.175 | 639 | 15.8 | 20.8 |
219.06 | 0.689 | 9.77 | -- | 3.31 | 1.96 | -- | -- | -0.552 | 8.08 | 0.1123 | 233 | 16.4 | 22.2 |
1147.79 | 1.58 | 9.87 | -1.21 | -- | -- | -- | -- | -0.654 | -- | -- | -- | -- | -- |
282.11 | 0.786 | 9.74 | -- | 4.1 | -- | -- | -- | -0.575 | 7.64 | -- | -- | -- | -- |
280.06 | 0.779 | 9.84 | -- | -- | 3.95 | -- | -- | -0.561 | -- | 2.778 | 698 | 18 | 15.6 |
1186.19 | 1.61 | 9.84 | -- | -- | -- | -- | -- | -0.52 | -- | -- | -- | -- | -- |
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 | 175.08 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 16 | 22 |
2 | 175.08 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 16 | 22 |
3 | 176.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 9 | 13 |
4 | 176.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 9 | 13 |
5 | 177.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 20 |
6 | 177.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 20 |
7 | 177.89 | humidity | 50.0 | 270 | > th | dose independent | rect. | 14 | 2 |
10 | 178.78 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 10 |
11 | 178.78 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 10 |
14 | 178.98 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 14 |
16 | 179.44 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 20 |
17 | 179.44 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 20 |
24 | 180.39 | temperature | 10.0 | 270 | > th | dose independent | rect. | 22 | 11 |
25 | 180.39 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 11 |
26 | 180.39 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 22 | 11 |
27 | 180.39 | temperature | 10.0 | 270 | > th | dose independent | rect. | 9 | 13 |
28 | 180.41 | wind | 9.0 | 270 | < th | dose independent | rect. | 22 | 11 |
29 | 180.53 | wind | 9.0 | 270 | < th | dose independent | rect. | 13 | 4 |
33 | 180.82 | wind | 1.0 | 270 | > th | dose independent | rect. | 13 | 4 |
34 | 180.84 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 4 |
39 | 181.33 | radiation | 40.0 | 270 | < th | dose independent | rect. | 22 | 11 |
40 | 181.41 | wind | 9.0 | 270 | < th | dose independent | rect. | 14 | 2 |
42 | 181.50 | temperature | 30.0 | 270 | < th | dose independent | rect. | 22 | 11 |
43 | 181.51 | wind | 9.0 | 270 | < th | dose independent | rect. | 21 | 21 |
44 | 181.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 10 |
45 | 181.52 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 10 |
46 | 181.52 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 10 |
47 | 181.52 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 14 |
49 | 181.74 | wind | 1.0 | 270 | > th | dose independent | rect. | 14 | 2 |
50 | 181.94 | temperature | 10.0 | 270 | > th | dose independent | rect. | 13 | 4 |
52 | 181.94 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 13 | 4 |
54 | 181.94 | temperature | 10.0 | 270 | > th | dose independent | rect. | 17 | 20 |
55 | 182.01 | wind | 9.0 | 90 | < th | dose independent | rect. | 15 | 4 |
60 | 182.37 | radiation | 40.0 | 90 | < th | dose independent | rect. | 14 | 5 |
61 | 182.48 | temperature | 10.0 | 270 | > th | dose independent | rect. | 14 | 2 |
63 | 182.48 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 14 | 2 |
65 | 182.48 | temperature | 10.0 | 270 | > th | dose independent | rect. | 16 | 22 |
66 | 182.51 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 2 |
67 | 182.51 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 2 |
68 | 182.52 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 19 | 20 |
69 | 182.53 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 17 | 20 |
78 | 182.80 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 18 | 3 |
79 | 182.80 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 18 | 3 |
83 | 183.02 | temperature | 10.0 | 90 | > th | dose independent | rect. | 15 | 4 |
85 | 183.02 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 15 | 4 |
87 | 183.02 | temperature | 10.0 | 90 | > th | dose independent | rect. | 19 | 20 |
88 | 183.04 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 10 |
89 | 183.08 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 14 | 5 |
90 | 183.14 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 9 | 13 |
92 | 183.17 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 4 |
93 | 183.17 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 4 |
96 | 183.22 | wind | 9.0 | 270 | < th | dose independent | rect. | 17 | 20 |
97 | 183.28 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 19 | 20 |
101 | 183.50 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 18 | 3 |
109 | 183.68 | wind | 9.0 | 90 | < th | dose independent | rect. | 19 | 20 |
122 | 183.97 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 17 | 20 |
123 | 183.97 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 23 | 20 |
132 | 184.02 | radiation | 10.0 | 270 | < th | dose independent | rect. | 18 | 3 |
135 | 184.20 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 14 | 4 |
139 | 184.28 | radiation | 20.0 | 270 | < th | dose dependent | rect. | 18 | 3 |
142 | 184.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 18 | 3 |
143 | 184.29 | humidity | 50.0 | 270 | > th | dose independent | rect. | 18 | 3 |
147 | 184.29 | temperature | 10.0 | 270 | > th | dose independent | rect. | 21 | 21 |
149 | 184.33 | wind | 9.0 | 270 | < th | dose independent | rect. | 18 | 3 |
151 | 184.36 | wind | 1.0 | 270 | > th | dose independent | rect. | 18 | 3 |
161 | 184.66 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 18 | 3 |
162 | 184.69 | wind | 9.0 | 270 | < th | dose independent | rect. | 9 | 13 |
194 | 185.13 | wind | 9.0 | 10 | < th | dose independent | rect. | 15 | 4 |
204 | 185.34 | wind | 1.0 | 10 | > th | dose independent | rect. | 15 | 4 |
210 | 185.53 | humidity | 50.0 | 270 | > th | dose independent | rect. | 17 | 20 |
218 | 185.66 | wind | 1.0 | 90 | > th | dose dependent | rect. | 15 | 4 |
224 | 185.84 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 6 |
231 | 185.94 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 15 | 4 |
232 | 185.95 | temperature | 10.0 | 10 | > th | dose independent | rect. | 15 | 4 |
234 | 185.95 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 15 | 4 |
236 | 185.95 | temperature | 10.0 | 10 | > th | dose independent | rect. | 19 | 20 |
237 | 185.95 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 19 | 20 |
241 | 186.09 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 12 | 7 |
244 | 186.15 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 23 | 20 |
255 | 186.25 | wind | 9.0 | 270 | < th | dose dependent | rect. | 18 | 3 |
257 | 186.26 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 19 | 20 |
263 | 186.39 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 22 | 11 |
309 | 186.87 | temperature | 30.0 | 90 | < th | dose independent | rect. | 19 | 4 |
347 | 187.08 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 15 | 4 |
349 | 187.08 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 15 | 4 |
362 | 187.19 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 11 |
363 | 187.19 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 11 |
378 | 187.48 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 20 |
387 | 187.54 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 15 | 4 |
415 | 187.91 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 13 | 4 |
436 | 188.13 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 22 | 10 |
449 | 188.24 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 10 |
454 | 188.28 | radiation | 1.0 | 270 | > th | dose independent | rect. | 14 | 2 |
499 | 188.74 | atmosphere | 1015.0 | 10 | < th | dose dependent | rect. | 15 | 4 |
509 | 188.85 | humidity | 90.0 | 270 | < th | dose independent | rect. | 14 | 2 |
510 | 188.85 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 16 | 4 |
514 | 188.85 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 20 | 20 |
523 | 188.91 | humidity | 50.0 | 90 | > th | dose independent | rect. | 19 | 19 |
524 | 188.92 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 9 | 13 |
582 | 189.48 | radiation | 40.0 | 90 | < th | dose independent | rect. | 23 | 20 |
588 | 189.56 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 14 | 2 |
612 | 189.87 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 10 | 9 |
613 | 189.87 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 22 | 11 |
643 | 189.99 | radiation | 10.0 | 10 | < th | dose independent | rect. | 23 | 20 |
669 | 190.24 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 14 | 2 |
675 | 190.26 | wind | 9.0 | 270 | < th | dose dependent | rect. | 19 | 1 |
682 | 190.44 | humidity | 90.0 | 270 | < th | dose independent | rect. | 13 | 4 |
693 | 190.52 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 15 | 4 |
696 | 190.55 | humidity | 50.0 | 10 | > th | dose independent | rect. | 19 | 20 |
697 | 190.56 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 22 | 20 |
698 | 190.56 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 22 | 20 |
706 | 190.64 | humidity | 50.0 | 270 | > th | dose independent | rect. | 22 | 20 |
707 | 190.64 | wind | 9.0 | 90 | < th | dose dependent | rect. | 15 | 3 |
722 | 190.76 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 22 | 20 |
726 | 190.81 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 23 | 18 |
767 | 191.20 | wind | 1.0 | 10 | > th | dose dependent | rect. | 16 | 3 |
804 | 191.53 | radiation | 1.0 | 270 | > th | dose independent | rect. | 13 | 4 |
812 | 191.56 | humidity | 90.0 | 30 | < th | dose independent | rect. | 19 | 20 |
838 | 191.69 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 18 | 3 |
858 | 191.85 | radiation | 10.0 | 10 | < th | dose independent | rect. | 10 | 9 |
866 | 191.93 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 13 | 14 |
868 | 191.93 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 13 | 14 |
876 | 191.97 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 19 | 20 |
891 | 192.06 | humidity | 50.0 | 270 | > th | dose independent | rect. | 23 | 18 |
910 | 192.12 | wind | 9.0 | 90 | < th | dose independent | rect. | 1 | 17 |
911 | 192.13 | radiation | 20.0 | 90 | < th | dose independent | rect. | 23 | 20 |
912 | 192.13 | wind | 9.0 | 270 | < th | dose dependent | rect. | 13 | 4 |
921 | 192.17 | temperature | 20.0 | 90 | > th | dose independent | rect. | 1 | 17 |
955 | 192.40 | temperature | 20.0 | 10 | > th | dose independent | rect. | 19 | 5 |
959 | 192.41 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 19 | 4 |
972 | 192.52 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 15 | 4 |
975 | 192.54 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 13 | 4 |
982 | 192.60 | wind | 9.0 | 270 | < th | dose dependent | rect. | 22 | 11 |