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Os10g0334500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Plant disease resistance response protein 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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
163.43 | 0.601 | 2.92 | -0.0564 | 0.272 | 1.95 | -0.329 | 3.61 | 0.0853 | 8.32 | 9.483 | 9 | -- | -- |
166.48 | 0.601 | 2.91 | -0.0331 | 0.278 | 1.26 | -0.29 | -- | 0.095 | 8.06 | 9.4 | 8 | -- | -- |
163.75 | 0.596 | 2.92 | -0.0672 | 0.274 | 1.94 | -- | 3.54 | 0.0852 | 8.16 | 9.487 | 8 | -- | -- |
166.67 | 0.601 | 2.91 | -0.0459 | 0.283 | 1.24 | -- | -- | 0.0928 | 8.16 | 9.49 | 8 | -- | -- |
167.87 | 0.603 | 2.93 | -0.0639 | -- | 1.99 | -- | 3.68 | 0.0887 | -- | 9.452 | 8 | -- | -- |
171.41 | 0.614 | 2.91 | -0.0996 | 0.287 | -- | -0.235 | -- | 0.0666 | 8.93 | -- | -- | -- | -- |
171.6 | 0.613 | 2.91 | -0.108 | 0.288 | -- | -- | -- | 0.0663 | 8.85 | -- | -- | -- | -- |
171.07 | 0.609 | 2.91 | -0.0422 | -- | 1.26 | -- | -- | 0.0967 | -- | 9.469 | 8 | -- | -- |
166.73 | 0.601 | 2.91 | -- | 0.283 | 1.25 | -- | -- | 0.0984 | 8.16 | 9.475 | 8 | -- | -- |
176.32 | 0.62 | 2.92 | -0.108 | -- | -- | -- | -- | 0.0684 | -- | -- | -- | -- | -- |
171.9 | 0.613 | 2.91 | -- | 0.288 | -- | -- | -- | 0.0783 | 8.88 | -- | -- | -- | -- |
171.12 | 0.609 | 2.91 | -- | -- | 1.27 | -- | -- | 0.102 | -- | 9.454 | 8 | -- | -- |
176.63 | 0.62 | 2.92 | -- | -- | -- | -- | -- | 0.0803 | -- | -- | -- | -- | -- |
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 | 161.78 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 3 |
4 | 162.05 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 18 | 13 |
5 | 162.06 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 5 | 2 |
17 | 162.58 | humidity | 90.0 | 30 | < th | dose independent | rect. | 4 | 3 |
21 | 163.18 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 5 | 2 |
22 | 163.19 | wind | 9.0 | 10 | > th | dose independent | rect. | 13 | 1 |
34 | 163.19 | wind | 9.0 | 10 | > th | dose dependent | rect. | 13 | 1 |
54 | 163.41 | wind | 5.0 | 30 | > th | dose dependent | rect. | 11 | 3 |
60 | 163.56 | wind | 5.0 | 90 | > th | dose independent | rect. | 10 | 1 |
61 | 163.56 | wind | 5.0 | 30 | > th | dose independent | rect. | 11 | 3 |
99 | 164.17 | wind | 5.0 | 720 | > th | dose independent | rect. | 4 | 2 |
100 | 164.17 | wind | 5.0 | 720 | > th | dose dependent | rect. | 4 | 2 |
130 | 164.55 | wind | 5.0 | 720 | > th | dose dependent | rect. | 2 | 5 |
134 | 164.66 | humidity | 60.0 | 10 | > th | dose independent | rect. | 11 | 20 |
136 | 164.67 | wind | 1.0 | 90 | > th | dose independent | rect. | 11 | 20 |
145 | 164.79 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 6 | 1 |
155 | 164.85 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 15 | 1 |
157 | 164.85 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 15 | 1 |
168 | 164.93 | wind | 1.0 | 10 | > th | dose independent | rect. | 11 | 20 |
171 | 164.95 | wind | 9.0 | 90 | > th | dose independent | rect. | 17 | 18 |
172 | 164.98 | radiation | 1.0 | 90 | > th | dose independent | rect. | 4 | 1 |
194 | 165.00 | wind | 9.0 | 10 | > th | dose independent | rect. | 11 | 7 |
195 | 165.02 | wind | 9.0 | 90 | > th | dose independent | rect. | 10 | 1 |
196 | 165.03 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 15 | 1 |
197 | 165.03 | wind | 9.0 | 90 | > th | dose independent | rect. | 22 | 13 |
198 | 165.03 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 15 | 1 |
207 | 165.05 | radiation | 20.0 | 720 | < th | dose independent | rect. | 1 | 6 |
219 | 165.07 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 6 | 1 |
222 | 165.08 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 15 | 1 |
242 | 165.19 | wind | 7.0 | 720 | < th | dose independent | rect. | 1 | 6 |
251 | 165.21 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 18 |
254 | 165.21 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 18 |
280 | 165.29 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 1 | 6 |
281 | 165.29 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 1 | 6 |
290 | 165.34 | temperature | 30.0 | 90 | < th | dose independent | rect. | 11 | 20 |
295 | 165.36 | radiation | 40.0 | 720 | < th | dose dependent | rect. | 1 | 6 |
296 | 165.36 | wind | 9.0 | 90 | > th | dose dependent | rect. | 22 | 13 |
443 | 165.61 | wind | 9.0 | 90 | > th | dose dependent | rect. | 17 | 18 |
455 | 165.66 | wind | 9.0 | 90 | > th | dose independent | rect. | 12 | 23 |
459 | 165.67 | radiation | 30.0 | 10 | > th | dose independent | rect. | 13 | 1 |
470 | 165.67 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 9 | 22 |
472 | 165.67 | wind | 9.0 | 90 | < th | dose dependent | rect. | 7 | 12 |
474 | 165.67 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 9 | 22 |
475 | 165.68 | humidity | 70.0 | 720 | > th | dose independent | rect. | 1 | 6 |
491 | 165.73 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 5 | 2 |
504 | 165.76 | radiation | 40.0 | 30 | < th | dose independent | rect. | 7 | 21 |
506 | 165.76 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 4 | 1 |
509 | 165.76 | wind | 7.0 | 10 | > th | dose dependent | rect. | 18 | 21 |
512 | 165.77 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 7 | 1 |
515 | 165.78 | humidity | 50.0 | 720 | > th | dose independent | rect. | 19 | 18 |
519 | 165.79 | temperature | 10.0 | 720 | > th | dose independent | rect. | 1 | 6 |
520 | 165.79 | temperature | 10.0 | 720 | > th | dose independent | rect. | 13 | 6 |
521 | 165.79 | temperature | 30.0 | 720 | < th | dose independent | rect. | 1 | 6 |
522 | 165.79 | humidity | 50.0 | 720 | > th | dose independent | rect. | 1 | 6 |
524 | 165.79 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 1 | 6 |
525 | 165.79 | atmosphere | 1015.0 | 720 | < th | dose independent | rect. | 13 | 6 |
527 | 165.79 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 16 | 15 |
528 | 165.79 | temperature | 10.0 | 720 | > th | dose independent | rect. | 7 | 18 |
529 | 165.79 | temperature | 10.0 | 720 | > th | dose independent | rect. | 19 | 18 |
530 | 165.79 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 19 | 18 |
541 | 165.79 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 16 | 15 |
542 | 165.80 | wind | 9.0 | 10 | < th | dose independent | rect. | 7 | 13 |
548 | 165.81 | wind | 1.0 | 720 | > th | dose independent | rect. | 9 | 13 |
572 | 165.84 | radiation | 1.0 | 270 | > th | dose independent | rect. | 7 | 1 |
614 | 165.87 | wind | 7.0 | 90 | > th | dose dependent | rect. | 22 | 16 |
620 | 165.89 | humidity | 60.0 | 10 | > th | dose independent | rect. | 11 | 3 |
621 | 165.89 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 11 | 20 |
622 | 165.89 | wind | 9.0 | 90 | > th | dose independent | rect. | 17 | 21 |
629 | 165.91 | wind | 9.0 | 10 | > th | dose independent | sin | 22 | NA |
646 | 165.94 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 19 | 9 |
647 | 165.94 | wind | 1.0 | 90 | > th | dose independent | rect. | 19 | 12 |
648 | 165.94 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 19 | 9 |
653 | 165.95 | wind | 7.0 | 10 | > th | dose dependent | sin | 1 | NA |
666 | 165.97 | wind | 9.0 | 90 | < th | dose independent | sin | 3 | NA |
667 | 165.97 | humidity | 70.0 | 90 | > th | dose independent | rect. | 19 | 12 |
675 | 165.98 | wind | 7.0 | 10 | > th | dose dependent | rect. | 16 | 23 |
680 | 166.00 | wind | 1.0 | 10 | > th | dose independent | rect. | 6 | 1 |
683 | 166.00 | wind | 9.0 | 90 | > th | dose independent | rect. | 22 | 16 |
686 | 166.01 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 19 | 12 |
693 | 166.01 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 19 | 12 |
696 | 166.02 | wind | 7.0 | 30 | < th | dose independent | rect. | 20 | 11 |
724 | 166.04 | radiation | 20.0 | 90 | < th | dose independent | rect. | 19 | 12 |
737 | 166.05 | radiation | 10.0 | 10 | < th | dose independent | rect. | 6 | 1 |
746 | 166.05 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 7 | 4 |
777 | 166.08 | wind | 5.0 | 10 | < th | dose independent | rect. | 6 | 1 |
780 | 166.08 | temperature | 10.0 | 10 | > th | dose independent | rect. | 6 | 1 |
782 | 166.08 | temperature | 30.0 | 10 | < th | dose independent | rect. | 6 | 1 |
783 | 166.08 | humidity | 50.0 | 10 | > th | dose independent | rect. | 6 | 1 |
786 | 166.08 | atmosphere | 995.0 | 10 | > th | dose independent | rect. | 6 | 1 |
787 | 166.08 | atmosphere | 1015.0 | 10 | < th | dose independent | rect. | 6 | 1 |
791 | 166.08 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 6 | 1 |
793 | 166.08 | wind | 1.0 | 720 | > th | dose independent | rect. | 10 | 11 |
796 | 166.08 | temperature | 10.0 | 10 | > th | dose independent | rect. | 7 | 23 |
797 | 166.08 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 6 | 1 |
803 | 166.09 | wind | 9.0 | 90 | > th | dose independent | sin | 8 | NA |
804 | 166.09 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 11 |
807 | 166.09 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 11 |
811 | 166.09 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 11 |
816 | 166.09 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 20 | 11 |
817 | 166.09 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 11 |
819 | 166.09 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 13 |
833 | 166.11 | wind | 9.0 | 90 | > th | dose independent | sin | 5 | NA |
837 | 166.11 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 11 |
838 | 166.11 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 11 |
839 | 166.11 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 11 |
847 | 166.11 | temperature | 10.0 | 30 | > th | dose independent | rect. | 7 | 13 |
849 | 166.11 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 7 | 13 |
855 | 166.11 | wind | 7.0 | 90 | > th | dose dependent | rect. | 17 | 21 |
889 | 166.15 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 6 |
891 | 166.15 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 7 | 13 |
893 | 166.15 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 6 |
894 | 166.15 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 7 | 13 |
897 | 166.16 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 8 | 23 |
902 | 166.17 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 7 | 1 |
903 | 166.17 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 8 | 4 |
906 | 166.17 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 8 | 4 |
917 | 166.17 | wind | 9.0 | 90 | < th | dose independent | rect. | 7 | 12 |
919 | 166.17 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 12 | 20 |
973 | 166.20 | wind | 9.0 | 10 | > th | dose independent | rect. | 17 | 21 |
975 | 166.20 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 1 | 21 |
979 | 166.20 | wind | 9.0 | 10 | < th | dose dependent | rect. | 6 | 1 |
983 | 166.20 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 1 | 21 |