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Os01g0792400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Photosystem I assembly protein ycf4.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39.54 | 0.295 | 16.7 | -0.682 | 0.486 | -0.306 | 0.435 | 0.182 | -0.457 | 22.2 | 25.11 | 93 | -- | -- |
39.7 | 0.293 | 16.7 | -0.703 | 0.497 | -0.304 | 0.416 | -- | -0.462 | 22.1 | 25.2 | 99 | -- | -- |
40.25 | 0.295 | 16.7 | -0.716 | 0.484 | -0.317 | -- | 0.102 | -0.458 | 22 | 25.11 | 95 | -- | -- |
40.27 | 0.296 | 16.7 | -0.744 | 0.494 | -0.311 | -- | -- | -0.474 | 22 | 25.3 | 103 | -- | -- |
53.73 | 0.341 | 16.6 | -0.711 | -- | -0.36 | -- | 0.0679 | -0.428 | -- | 25.2 | 73 | -- | -- |
44.7 | 0.313 | 16.7 | -0.815 | 0.552 | -- | 0.475 | -- | -0.616 | 23.6 | -- | -- | -- | -- |
45.68 | 0.317 | 16.7 | -0.834 | 0.55 | -- | -- | -- | -0.618 | 23.6 | -- | -- | -- | -- |
53.67 | 0.341 | 16.6 | -0.742 | -- | -0.353 | -- | -- | -0.442 | -- | 25.17 | 66 | -- | -- |
54.68 | 0.344 | 16.6 | -- | 0.555 | -0.419 | -- | -- | -0.389 | 21.2 | 25.4 | 159 | -- | -- |
64.73 | 0.376 | 16.7 | -0.819 | -- | -- | -- | -- | -0.612 | -- | -- | -- | -- | -- |
64.03 | 0.374 | 16.7 | -- | 0.541 | -- | -- | -- | -0.526 | 23.5 | -- | -- | -- | -- |
66.36 | 0.379 | 16.6 | -- | -- | -0.41 | -- | -- | -0.387 | -- | 25.71 | 28 | -- | -- |
82.41 | 0.424 | 16.7 | -- | -- | -- | -- | -- | -0.521 | -- | -- | -- | -- | -- |
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 | 37.51 | temperature | 25 | 90 | > th | dose independent | rect. | 19 | 20 |
4 | 38.54 | temperature | 25 | 270 | > th | dose independent | rect. | 17 | 21 |
8 | 38.74 | temperature | 25 | 90 | > th | dose independent | rect. | 19 | 23 |
13 | 38.84 | temperature | 25 | 90 | > th | dose independent | rect. | 19 | 17 |
25 | 39.24 | temperature | 25 | 90 | > th | dose independent | rect. | 24 | 15 |
26 | 39.25 | temperature | 25 | 90 | > th | dose independent | rect. | 5 | 22 |
27 | 39.26 | temperature | 25 | 270 | > th | dose independent | sin | 9 | NA |
38 | 39.48 | temperature | 25 | 90 | > th | dose independent | rect. | 19 | 13 |
44 | 39.60 | temperature | 25 | 90 | > th | dose independent | rect. | 24 | 23 |
45 | 39.63 | temperature | 25 | 270 | > th | dose independent | rect. | 17 | 16 |
47 | 39.66 | temperature | 25 | 90 | < th | dose independent | rect. | 16 | 22 |
51 | 39.68 | temperature | 25 | 90 | > th | dose independent | rect. | 13 | 23 |
52 | 39.68 | wind | 1 | 43200 | < th | dose dependent | rect. | 21 | 6 |
54 | 39.70 | wind | 1 | 43200 | < th | dose dependent | rect. | 22 | 4 |
59 | 39.74 | temperature | 25 | 90 | > th | dose independent | no | NA | NA |
60 | 39.75 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 15 |
67 | 39.76 | temperature | 25 | 90 | > th | dose independent | rect. | 10 | 23 |
68 | 39.76 | temperature | 25 | 4320 | > th | dose dependent | rect. | 17 | 14 |
74 | 39.79 | temperature | 25 | 90 | > th | dose independent | rect. | 5 | 10 |
79 | 39.80 | temperature | 25 | 4320 | > th | dose dependent | rect. | 17 | 9 |
90 | 39.84 | temperature | 25 | 90 | < th | dose independent | rect. | 23 | 23 |
92 | 39.85 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 15 |
94 | 39.86 | wind | 1 | 43200 | < th | dose dependent | sin | 15 | NA |
97 | 39.87 | wind | 1 | 43200 | < th | dose dependent | rect. | 14 | 14 |
100 | 39.88 | temperature | 25 | 90 | < th | dose independent | rect. | 3 | 23 |
102 | 39.88 | temperature | 20 | 90 | > th | dose dependent | rect. | 19 | 20 |
106 | 39.89 | wind | 1 | 43200 | < th | dose dependent | rect. | 16 | 12 |
107 | 39.90 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 9 |
117 | 39.93 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 3 |
118 | 39.93 | wind | 1 | 43200 | < th | dose independent | rect. | 22 | 4 |
120 | 39.93 | temperature | 25 | 4320 | > th | dose independent | rect. | 19 | 13 |
130 | 39.94 | temperature | 25 | 90 | < th | dose independent | rect. | 19 | 23 |
136 | 39.96 | temperature | 25 | 90 | > th | dose dependent | rect. | 19 | 13 |
137 | 39.97 | temperature | 25 | 90 | < th | dose independent | no | NA | NA |
139 | 39.97 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 9 |
151 | 40.00 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 3 |
154 | 40.00 | temperature | 25 | 4320 | > th | dose dependent | rect. | 17 | 1 |
165 | 40.02 | temperature | 25 | 1440 | > th | dose independent | rect. | 21 | 15 |
167 | 40.02 | temperature | 25 | 90 | < th | dose independent | rect. | 19 | 19 |
191 | 40.06 | temperature | 25 | 90 | < th | dose independent | rect. | 11 | 23 |
195 | 40.07 | temperature | 25 | 4320 | > th | dose independent | sin | 10 | NA |
210 | 40.09 | temperature | 25 | 90 | < th | dose independent | rect. | 13 | 23 |
214 | 40.10 | wind | 1 | 43200 | < th | dose independent | rect. | 21 | 6 |
217 | 40.10 | temperature | 25 | 4320 | > th | dose dependent | sin | 12 | NA |
239 | 40.13 | humidity | 50 | 43200 | < th | dose independent | rect. | 15 | 2 |
262 | 40.15 | temperature | 25 | 90 | < th | dose independent | rect. | 1 | 23 |
283 | 40.18 | temperature | 25 | 1440 | < th | dose independent | rect. | 21 | 15 |
287 | 40.19 | temperature | 25 | 4320 | < th | dose independent | sin | 11 | NA |
290 | 40.19 | wind | 1 | 43200 | < th | dose independent | rect. | 19 | 8 |
313 | 40.22 | radiation | 10 | 43200 | < th | dose dependent | rect. | 6 | 2 |
329 | 40.25 | humidity | 50 | 43200 | < th | dose independent | rect. | 15 | 5 |
345 | 40.26 | temperature | 25 | 4320 | < th | dose independent | rect. | 10 | 1 |
346 | 40.26 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 11 | 1 |
373 | 40.28 | temperature | 25 | 4320 | > th | dose independent | rect. | 10 | 2 |
379 | 40.28 | humidity | 50 | 43200 | < th | dose independent | rect. | 15 | 15 |
383 | 40.28 | temperature | 25 | 90 | < th | dose independent | rect. | 9 | 23 |
385 | 40.28 | radiation | 10 | 43200 | < th | dose dependent | rect. | 1 | 7 |
390 | 40.28 | radiation | 10 | 43200 | < th | dose dependent | rect. | 21 | 11 |
395 | 40.29 | temperature | 25 | 90 | < th | dose independent | sin | 6 | NA |
404 | 40.29 | humidity | 50 | 43200 | < th | dose independent | rect. | 15 | 13 |
417 | 40.29 | radiation | 10 | 43200 | < th | dose dependent | rect. | 17 | 16 |
451 | 40.32 | humidity | 50 | 43200 | < th | dose independent | sin | 12 | NA |
487 | 40.34 | temperature | 25 | 4320 | > th | dose independent | rect. | 5 | 3 |
503 | 40.35 | temperature | 25 | 4320 | < th | dose independent | rect. | 5 | 3 |
517 | 40.36 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 11 | 1 |
518 | 40.36 | radiation | 30 | 43200 | < th | dose independent | rect. | 10 | 1 |
520 | 40.36 | radiation | 40 | 43200 | < th | dose independent | rect. | 12 | 4 |
558 | 40.37 | temperature | 25 | 90 | < th | dose independent | rect. | 23 | 15 |
563 | 40.37 | radiation | 20 | 43200 | > th | dose independent | rect. | 15 | 18 |
565 | 40.37 | humidity | 50 | 43200 | < th | dose independent | rect. | 15 | 19 |
579 | 40.38 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 10 | 3 |
605 | 40.38 | radiation | 20 | 43200 | < th | dose dependent | sin | 11 | NA |
609 | 40.38 | radiation | 1 | 43200 | > th | dose dependent | rect. | 15 | 18 |
611 | 40.39 | radiation | 40 | 43200 | < th | dose independent | sin | 16 | NA |
641 | 40.40 | radiation | 40 | 43200 | < th | dose independent | rect. | 12 | 1 |
648 | 40.40 | radiation | 20 | 43200 | < th | dose independent | rect. | 15 | 20 |
742 | 40.42 | radiation | 20 | 43200 | < th | dose independent | rect. | 15 | 1 |
743 | 40.42 | humidity | 50 | 43200 | > th | dose independent | rect. | 15 | 2 |
803 | 40.42 | radiation | 1 | 43200 | > th | dose dependent | sin | 12 | NA |
811 | 40.43 | radiation | 10 | 43200 | < th | dose independent | rect. | 7 | 1 |
859 | 40.44 | radiation | 30 | 43200 | < th | dose independent | rect. | 7 | 5 |
945 | 40.45 | radiation | 30 | 43200 | < th | dose independent | no | NA | NA |
946 | 40.45 | humidity | 60 | 43200 | > th | dose independent | rect. | 10 | 2 |
971 | 40.45 | radiation | 30 | 43200 | < th | dose independent | rect. | 3 | 14 |