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Os02g0616400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Stem cell self-renewal protein Piwi 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
35.08 | 0.278 | 2.92 | 0.308 | 0.119 | -0.317 | -0.149 | 2.16 | 0.129 | 19.4 | 26.89 | 250 | -- | -- |
35.87 | 0.279 | 2.95 | 0.1 | 0.102 | -0.0993 | -0.0744 | -- | 0.0972 | 19.3 | 26.7 | 302 | -- | -- |
35.12 | 0.276 | 2.92 | 0.306 | 0.119 | -0.337 | -- | 2.25 | 0.125 | 19.4 | 27.24 | 250 | -- | -- |
35.82 | 0.279 | 2.95 | 0.107 | 0.113 | -0.116 | -- | -- | 0.0902 | 19.8 | 26.62 | 249 | -- | -- |
35.75 | 0.278 | 2.92 | 0.302 | -- | -0.288 | -- | 2.45 | 0.12 | -- | 27.6 | 248 | -- | -- |
35.94 | 0.281 | 2.95 | 0.0863 | 0.0847 | -- | -0.148 | -- | 0.0884 | 21.8 | -- | -- | -- | -- |
36.02 | 0.281 | 2.95 | 0.0923 | 0.0865 | -- | -- | -- | 0.0889 | 21.5 | -- | -- | -- | -- |
36.26 | 0.28 | 2.94 | 0.0939 | -- | 0.248 | -- | -- | 0.0866 | -- | 34.01 | 88 | -- | -- |
36.12 | 0.28 | 2.95 | -- | 0.105 | -0.0964 | -- | -- | 0.0781 | 20 | 26.8 | 283 | -- | -- |
36.46 | 0.282 | 2.94 | 0.0928 | -- | -- | -- | -- | 0.0886 | -- | -- | -- | -- | -- |
36.25 | 0.282 | 2.95 | -- | 0.0866 | -- | -- | -- | 0.0786 | 21.5 | -- | -- | -- | -- |
36.39 | 0.281 | 2.94 | -- | -- | 0.385 | -- | -- | 0.0863 | -- | 34.6 | 157 | -- | -- |
36.69 | 0.283 | 2.95 | -- | -- | -- | -- | -- | 0.0783 | -- | -- | -- | -- | -- |
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 | 30.25 | wind | 9.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
2 | 30.25 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
5 | 30.25 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
9 | 30.25 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
19 | 30.25 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
20 | 30.25 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
40 | 30.25 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 23 |
43 | 30.25 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 1 |
48 | 30.28 | humidity | 90.0 | 30 | < th | dose independent | rect. | 22 | 1 |
49 | 30.31 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
50 | 30.34 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 22 | 1 |
52 | 30.35 | temperature | 25.0 | 30 | > th | dose independent | rect. | 22 | 1 |
53 | 30.36 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
58 | 30.39 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 22 | 1 |
59 | 30.39 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 22 | 1 |
60 | 30.40 | wind | 1.0 | 30 | > th | dose independent | rect. | 22 | 1 |
62 | 30.40 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
65 | 30.43 | wind | 5.0 | 30 | < th | dose independent | rect. | 22 | 1 |
68 | 30.43 | temperature | 10.0 | 30 | > th | dose independent | rect. | 22 | 1 |
70 | 30.43 | temperature | 30.0 | 30 | < th | dose independent | rect. | 22 | 1 |
71 | 30.43 | humidity | 50.0 | 30 | > th | dose independent | rect. | 22 | 1 |
75 | 30.43 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 22 | 1 |
77 | 30.43 | radiation | 1.0 | 30 | < th | dose independent | rect. | 22 | 1 |
82 | 30.43 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 23 |
83 | 30.43 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
89 | 30.45 | wind | 9.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
92 | 30.49 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
94 | 30.50 | wind | 1.0 | 30 | > th | dose dependent | rect. | 22 | 1 |
99 | 30.69 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
103 | 30.82 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 22 | 1 |
104 | 30.90 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
108 | 30.91 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
112 | 30.91 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
118 | 30.91 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
119 | 30.91 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
139 | 30.91 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 23 |
143 | 30.92 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
157 | 30.95 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
158 | 30.96 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 1 |
159 | 30.97 | wind | 3.0 | 30 | > th | dose independent | rect. | 20 | 1 |
160 | 30.97 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 1 |
162 | 30.98 | humidity | 80.0 | 30 | > th | dose independent | rect. | 20 | 1 |
163 | 30.98 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 1 |
164 | 30.99 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
168 | 31.00 | wind | 1.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
169 | 31.00 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
174 | 31.01 | wind | 5.0 | 30 | < th | dose independent | rect. | 20 | 1 |
177 | 31.01 | temperature | 15.0 | 30 | > th | dose independent | rect. | 21 | 23 |
181 | 31.02 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 1 |
183 | 31.02 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 1 |
184 | 31.02 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 1 |
188 | 31.02 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 20 | 1 |
190 | 31.02 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 1 |
195 | 31.02 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 1 |
197 | 31.02 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
199 | 31.02 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
204 | 31.02 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 1 |
205 | 31.03 | wind | 9.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
213 | 31.07 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
214 | 31.10 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 23 |
218 | 31.11 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
219 | 31.11 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
232 | 31.24 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 3 |
235 | 31.27 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 23 |
274 | 31.36 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 20 | 3 |
280 | 31.42 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 20 | 3 |
283 | 31.44 | temperature | 25.0 | 30 | > th | dose dependent | rect. | 20 | 7 |
319 | 31.53 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 21 | 23 |
327 | 31.60 | wind | 9.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
336 | 31.69 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 21 | 23 |
337 | 31.69 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 21 | 23 |
353 | 31.98 | humidity | 50.0 | 30 | > th | dose independent | rect. | 21 | 23 |
358 | 32.18 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 3 |
386 | 32.50 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 3 |
415 | 32.83 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 21 | 1 |
416 | 32.83 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 21 | 1 |
438 | 33.02 | humidity | 80.0 | 30 | > th | dose independent | rect. | 20 | 3 |
465 | 33.28 | wind | 5.0 | 30 | < th | dose independent | rect. | 20 | 3 |
476 | 33.36 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 21 | 23 |
482 | 33.39 | wind | 3.0 | 10 | > th | dose independent | rect. | 20 | 3 |
562 | 33.67 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 23 | 21 |
567 | 33.70 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 3 |
569 | 33.70 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 3 |
570 | 33.71 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 3 |
573 | 33.71 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 3 |
577 | 33.71 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 3 |
583 | 33.71 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 3 |
584 | 33.71 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 3 |
605 | 33.71 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 24 | 21 |
608 | 33.71 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 21 | 3 |
626 | 33.74 | wind | 9.0 | 30 | < th | dose independent | rect. | 23 | 21 |
630 | 33.75 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 3 |
632 | 33.75 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 3 |
633 | 33.75 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 3 |
637 | 33.75 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 20 | 3 |
639 | 33.75 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 3 |
644 | 33.75 | temperature | 10.0 | 30 | > th | dose independent | rect. | 23 | 21 |
648 | 33.75 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 3 |
688 | 33.83 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 23 | 21 |
713 | 33.85 | humidity | 50.0 | 30 | > th | dose independent | rect. | 23 | 21 |
715 | 33.86 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 21 | 23 |
718 | 33.87 | wind | 9.0 | 30 | < th | dose dependent | rect. | 20 | 3 |
720 | 33.88 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 23 | 21 |
721 | 33.88 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 23 | 21 |
730 | 33.91 | radiation | 10.0 | 10 | < th | dose independent | rect. | 21 | 23 |
732 | 33.92 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 23 | 23 |
747 | 33.96 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 21 | 23 |
753 | 33.98 | temperature | 30.0 | 30 | < th | dose independent | rect. | 21 | 23 |
756 | 33.98 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 20 | 3 |
780 | 34.04 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 20 | 3 |
831 | 34.17 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 23 | 21 |
845 | 34.19 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 23 | 10 |
855 | 34.21 | wind | 1.0 | 10 | > th | dose dependent | rect. | 20 | 3 |
869 | 34.23 | radiation | 10.0 | 10 | < th | dose independent | rect. | 23 | 21 |
891 | 34.26 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 4 | 16 |
900 | 34.28 | temperature | 25.0 | 720 | > th | dose independent | rect. | 1 | 8 |
938 | 34.34 | humidity | 50.0 | 30 | > th | dose independent | rect. | 12 | 8 |
946 | 34.34 | radiation | 20.0 | 10 | < th | dose dependent | rect. | 23 | 21 |
955 | 34.36 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 12 | 8 |
969 | 34.38 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 21 | 3 |
973 | 34.38 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 21 | 3 |
976 | 34.38 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 12 | 8 |
984 | 34.39 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 20 | 16 |