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Os03g0716900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Non-protein coding transcript, unclassifiable transcript.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
170.53 | 0.614 | 7.91 | -1.48 | 2.08 | -1.57 | -1.61 | 2.33 | -0.432 | 15.1 | 22.48 | 11 | -- | -- |
176.57 | 0.624 | 7.88 | -1.25 | 2.04 | -1.93 | -2.28 | -- | -0.397 | 15 | 22.48 | 11 | -- | -- |
177.43 | 0.62 | 7.91 | -1.58 | 2.1 | -1.36 | -- | 3.39 | -0.432 | 15.1 | 22.52 | 10 | -- | -- |
192.87 | 0.647 | 7.89 | -1.32 | 2.04 | -2.07 | -- | -- | -0.406 | 15.2 | 22.2 | 4 | -- | -- |
304.06 | 0.812 | 8.04 | -2.42 | -- | -3.94 | -- | 4.94 | -0.948 | -- | 70.94 | 22 | -- | -- |
218.96 | 0.694 | 7.82 | -0.88 | 2.26 | -- | -2.38 | -- | -0.171 | 14.8 | -- | -- | -- | -- |
237.96 | 0.722 | 7.83 | -0.936 | 2.26 | -- | -- | -- | -0.184 | 15 | -- | -- | -- | -- |
322.46 | 0.836 | 7.97 | -1.71 | -- | -3.27 | -- | -- | -0.798 | -- | 30.9 | 7 | -- | -- |
234.82 | 0.714 | 7.84 | -- | 2.12 | -1.5 | -- | -- | -0.213 | 15.2 | 22.24 | 3 | -- | -- |
532.05 | 1.08 | 7.84 | -1.03 | -- | -- | -- | -- | -0.243 | -- | -- | -- | -- | -- |
261.04 | 0.756 | 7.81 | -- | 2.28 | -- | -- | -- | -0.0799 | 15 | -- | -- | -- | -- |
397.43 | 0.932 | 7.91 | -- | -- | -2.8 | -- | -- | -0.541 | -- | 30.9 | 7 | -- | -- |
560.15 | 1.1 | 7.81 | -- | -- | -- | -- | -- | -0.128 | -- | -- | -- | -- | -- |
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 | 166.03 | temperature | 20 | 270 | > th | dose independent | rect. | 9 | 16 |
2 | 166.08 | temperature | 10 | 270 | > th | dose dependent | rect. | 9 | 15 |
3 | 166.15 | temperature | 15 | 270 | > th | dose dependent | rect. | 8 | 17 |
18 | 169.74 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 23 |
21 | 170.05 | temperature | 15 | 270 | > th | dose dependent | rect. | 6 | 20 |
28 | 170.44 | temperature | 30 | 90 | < th | dose dependent | rect. | 11 | 22 |
34 | 170.88 | temperature | 25 | 10 | < th | dose dependent | rect. | 11 | 21 |
38 | 171.00 | temperature | 20 | 90 | < th | dose dependent | rect. | 24 | 23 |
43 | 171.21 | temperature | 20 | 90 | > th | dose independent | rect. | 20 | 23 |
46 | 171.45 | temperature | 20 | 30 | > th | dose independent | rect. | 6 | 23 |
51 | 171.62 | temperature | 20 | 10 | < th | dose dependent | rect. | 24 | 23 |
62 | 172.47 | temperature | 20 | 90 | > th | dose independent | rect. | 21 | 21 |
68 | 172.84 | humidity | 60 | 10 | > th | dose dependent | sin | 20 | NA |
69 | 172.86 | temperature | 20 | 90 | > th | dose independent | sin | 21 | NA |
89 | 173.31 | temperature | 20 | 90 | < th | dose independent | rect. | 10 | 22 |
100 | 173.67 | temperature | 25 | 10 | < th | dose dependent | rect. | 13 | 23 |
103 | 173.77 | temperature | 25 | 10 | < th | dose dependent | no | NA | NA |
108 | 173.82 | humidity | 90 | 10 | < th | dose dependent | rect. | 6 | 13 |
110 | 173.85 | temperature | 25 | 10 | < th | dose dependent | rect. | 15 | 23 |
121 | 173.94 | temperature | 25 | 10 | < th | dose dependent | rect. | 7 | 23 |
122 | 173.95 | temperature | 25 | 10 | < th | dose dependent | rect. | 3 | 23 |
123 | 173.96 | temperature | 20 | 270 | > th | dose independent | rect. | 6 | 21 |
129 | 174.04 | temperature | 25 | 10 | < th | dose dependent | rect. | 17 | 23 |
130 | 174.04 | temperature | 25 | 10 | < th | dose dependent | rect. | 19 | 23 |
131 | 174.11 | temperature | 25 | 10 | < th | dose dependent | sin | 18 | NA |
138 | 174.30 | temperature | 20 | 720 | < th | dose independent | rect. | 9 | 6 |
152 | 174.45 | temperature | 20 | 10 | < th | dose independent | rect. | 11 | 22 |
159 | 174.54 | temperature | 15 | 90 | > th | dose dependent | rect. | 20 | 23 |
167 | 174.67 | temperature | 20 | 10 | < th | dose independent | rect. | 11 | 19 |
172 | 174.72 | humidity | 90 | 10 | < th | dose dependent | rect. | 4 | 15 |
173 | 174.72 | temperature | 25 | 10 | < th | dose dependent | rect. | 5 | 23 |
177 | 174.78 | temperature | 25 | 30 | < th | dose dependent | rect. | 21 | 23 |
181 | 174.83 | temperature | 20 | 10 | > th | dose independent | rect. | 17 | 23 |
184 | 174.85 | temperature | 15 | 10 | > th | dose dependent | rect. | 17 | 23 |
190 | 174.89 | temperature | 25 | 270 | < th | dose dependent | rect. | 10 | 11 |
192 | 174.91 | temperature | 20 | 90 | < th | dose independent | rect. | 23 | 23 |
214 | 175.23 | temperature | 20 | 90 | > th | dose independent | rect. | 21 | 18 |
222 | 175.40 | temperature | 10 | 10 | > th | dose dependent | no | NA | NA |
227 | 175.47 | temperature | 20 | 10 | > th | dose independent | rect. | 8 | 21 |
232 | 175.51 | temperature | 30 | 270 | < th | dose dependent | rect. | 13 | 17 |
253 | 175.72 | temperature | 20 | 90 | < th | dose independent | rect. | 1 | 22 |
257 | 175.75 | temperature | 10 | 90 | > th | dose dependent | no | NA | NA |
278 | 176.00 | temperature | 20 | 10 | > th | dose independent | rect. | 21 | 19 |
284 | 176.07 | temperature | 10 | 270 | > th | dose dependent | rect. | 17 | 23 |
290 | 176.10 | humidity | 90 | 270 | < th | dose independent | sin | 23 | NA |
306 | 176.31 | humidity | 90 | 10 | < th | dose dependent | rect. | 17 | 23 |
335 | 176.58 | temperature | 30 | 90 | < th | dose dependent | rect. | 15 | 18 |
343 | 176.68 | temperature | 20 | 90 | > th | dose independent | no | NA | NA |
345 | 176.73 | humidity | 90 | 10 | < th | dose dependent | rect. | 6 | 17 |
353 | 176.82 | humidity | 80 | 270 | < th | dose independent | sin | 4 | NA |
354 | 176.83 | humidity | 90 | 10 | < th | dose dependent | rect. | 24 | 19 |
360 | 176.88 | temperature | 20 | 90 | < th | dose independent | no | NA | NA |
372 | 176.94 | temperature | 20 | 90 | < th | dose independent | rect. | 13 | 23 |
374 | 176.96 | temperature | 20 | 90 | < th | dose independent | rect. | 7 | 23 |
381 | 177.01 | temperature | 20 | 10 | < th | dose independent | rect. | 11 | 17 |
396 | 177.10 | temperature | 30 | 10 | < th | dose dependent | rect. | 15 | 17 |
410 | 177.18 | temperature | 20 | 10 | < th | dose independent | rect. | 1 | 23 |
419 | 177.23 | temperature | 15 | 90 | > th | dose dependent | rect. | 8 | 23 |
421 | 177.24 | humidity | 90 | 10 | < th | dose dependent | rect. | 21 | 22 |
423 | 177.25 | humidity | 90 | 10 | < th | dose dependent | rect. | 6 | 19 |
425 | 177.26 | humidity | 90 | 10 | < th | dose dependent | sin | 22 | NA |
437 | 177.31 | temperature | 20 | 90 | < th | dose independent | rect. | 3 | 23 |
453 | 177.40 | temperature | 15 | 10 | > th | dose dependent | rect. | 8 | 21 |
467 | 177.49 | temperature | 20 | 720 | < th | dose independent | rect. | 9 | 12 |
476 | 177.52 | humidity | 60 | 10 | > th | dose dependent | rect. | 10 | 11 |
479 | 177.55 | temperature | 20 | 90 | < th | dose independent | rect. | 15 | 23 |
492 | 177.63 | temperature | 20 | 90 | < th | dose independent | rect. | 5 | 23 |
497 | 177.65 | humidity | 90 | 10 | < th | dose dependent | rect. | 4 | 19 |
500 | 177.66 | temperature | 15 | 10 | > th | dose dependent | rect. | 20 | 23 |
538 | 177.84 | temperature | 20 | 90 | < th | dose independent | rect. | 17 | 23 |
545 | 177.88 | temperature | 20 | 10 | < th | dose independent | rect. | 7 | 23 |
549 | 177.89 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 23 |
568 | 177.95 | humidity | 80 | 270 | > th | dose dependent | rect. | 9 | 10 |
583 | 178.00 | temperature | 20 | 10 | > th | dose independent | rect. | 10 | 16 |
585 | 178.00 | temperature | 20 | 10 | < th | dose independent | rect. | 15 | 23 |
593 | 178.04 | temperature | 20 | 10 | < th | dose independent | no | NA | NA |
601 | 178.08 | humidity | 90 | 10 | < th | dose dependent | rect. | 4 | 21 |
603 | 178.09 | temperature | 20 | 10 | < th | dose independent | rect. | 3 | 23 |
605 | 178.09 | temperature | 10 | 10 | > th | dose dependent | sin | 18 | NA |
610 | 178.14 | temperature | 20 | 10 | < th | dose independent | rect. | 5 | 23 |
619 | 178.18 | temperature | 20 | 10 | < th | dose independent | rect. | 17 | 23 |
635 | 178.27 | temperature | 20 | 10 | < th | dose independent | rect. | 19 | 23 |
644 | 178.31 | temperature | 20 | 10 | < th | dose independent | rect. | 23 | 23 |
653 | 178.36 | temperature | 20 | 10 | < th | dose independent | sin | 18 | NA |
669 | 178.43 | humidity | 90 | 270 | < th | dose dependent | sin | 2 | NA |
719 | 178.62 | temperature | 20 | 90 | < th | dose independent | sin | 19 | NA |
720 | 178.62 | temperature | 20 | 10 | < th | dose independent | rect. | 13 | 23 |
723 | 178.63 | temperature | 20 | 10 | < th | dose independent | rect. | 21 | 23 |
724 | 178.63 | humidity | 50 | 270 | > th | dose dependent | rect. | 10 | 10 |
764 | 178.76 | humidity | 60 | 10 | > th | dose dependent | rect. | 13 | 23 |
853 | 179.09 | humidity | 60 | 10 | > th | dose dependent | no | NA | NA |
861 | 179.11 | humidity | 90 | 10 | < th | dose dependent | rect. | 6 | 23 |
879 | 179.21 | temperature | 20 | 90 | < th | dose independent | rect. | 11 | 12 |
889 | 179.24 | humidity | 80 | 270 | < th | dose independent | rect. | 3 | 12 |
905 | 179.30 | humidity | 60 | 10 | > th | dose dependent | rect. | 15 | 23 |
917 | 179.34 | humidity | 90 | 10 | < th | dose dependent | rect. | 24 | 23 |
930 | 179.39 | temperature | 20 | 90 | < th | dose independent | rect. | 3 | 20 |
946 | 179.43 | humidity | 60 | 10 | > th | dose dependent | rect. | 11 | 23 |
949 | 179.44 | humidity | 60 | 10 | > th | dose dependent | rect. | 5 | 23 |