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Os03g0146200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Tonoplast intrinsic protein (Tonoplast water channel).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
81.23 | 0.42 | 3.41 | 1.28 | 0.0723 | -70.3 | 0.129 | -146 | 0.0401 | 18.3 | 15 | 90 | -- | -- |
81.3 | 0.423 | 2.81 | 0.027 | 0.0725 | -1.06 | 0.127 | -- | 0.0425 | 18.3 | 15.27 | 2 | -- | -- |
81.25 | 0.42 | 3.41 | 1.28 | 0.0754 | -70.3 | -- | -146 | 0.0409 | 17.4 | 15.01 | 91 | -- | -- |
81.32 | 0.423 | 2.81 | 0.0261 | 0.0749 | -1.07 | -- | -- | 0.0432 | 17.5 | 15.23 | 2 | -- | -- |
81.55 | 0.421 | 3.41 | 1.28 | -- | -70.3 | -- | -146 | 0.039 | -- | 15.01 | 91 | -- | -- |
83.5 | 0.428 | 2.81 | -0.0134 | 0.0746 | -- | 0.106 | -- | 0.0322 | 18.5 | -- | -- | -- | -- |
83.53 | 0.428 | 2.81 | -0.0148 | 0.075 | -- | -- | -- | 0.0325 | 18.5 | -- | -- | -- | -- |
81.62 | 0.423 | 2.81 | 0.0235 | -- | -1.06 | -- | -- | 0.0414 | -- | 15.17 | 2 | -- | -- |
81.34 | 0.422 | 2.81 | -- | 0.0745 | -1.06 | -- | -- | 0.0403 | 17.6 | 15.2 | 3 | -- | -- |
83.83 | 0.428 | 2.81 | -0.0167 | -- | -- | -- | -- | 0.031 | -- | -- | -- | -- | -- |
83.54 | 0.428 | 2.81 | -- | 0.0752 | -- | -- | -- | 0.0342 | 18.5 | -- | -- | -- | -- |
81.63 | 0.422 | 2.81 | -- | -- | -1.05 | -- | -- | 0.0387 | -- | 15.17 | 2 | -- | -- |
83.83 | 0.427 | 2.81 | -- | -- | -- | -- | -- | 0.0328 | -- | -- | -- | -- | -- |
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 | 76.08 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
8 | 76.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
11 | 76.14 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
15 | 76.14 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
21 | 76.14 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
22 | 76.14 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
42 | 76.14 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 22 | 23 |
50 | 76.25 | temperature | 25.0 | 30 | > th | dose independent | rect. | 20 | 1 |
52 | 76.40 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
53 | 76.45 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
55 | 76.50 | humidity | 80.0 | 30 | > th | dose independent | rect. | 20 | 1 |
57 | 76.53 | humidity | 90.0 | 30 | < th | dose independent | rect. | 20 | 1 |
59 | 76.57 | wind | 3.0 | 30 | > th | dose independent | rect. | 20 | 1 |
60 | 76.57 | wind | 7.0 | 30 | < th | dose independent | rect. | 20 | 1 |
64 | 76.60 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 20 | 1 |
72 | 76.71 | temperature | 10.0 | 30 | > th | dose independent | rect. | 20 | 1 |
74 | 76.71 | temperature | 30.0 | 30 | < th | dose independent | rect. | 20 | 1 |
75 | 76.71 | humidity | 50.0 | 30 | > th | dose independent | rect. | 20 | 1 |
79 | 76.71 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 20 | 1 |
81 | 76.71 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 1 |
86 | 76.71 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 20 | 1 |
87 | 76.71 | temperature | 10.0 | 30 | > th | dose independent | rect. | 21 | 23 |
88 | 76.71 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
93 | 76.71 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 20 | 1 |
94 | 76.72 | humidity | 60.0 | 30 | < th | dose independent | rect. | 18 | 1 |
109 | 76.73 | wind | 9.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
110 | 76.74 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
113 | 76.81 | wind | 1.0 | 30 | > th | dose dependent | rect. | 20 | 1 |
118 | 77.02 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
120 | 77.14 | temperature | 30.0 | 30 | > th | dose dependent | rect. | 18 | 1 |
135 | 77.16 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
137 | 77.28 | radiation | 1.0 | 30 | > th | dose independent | rect. | 18 | 1 |
148 | 77.35 | humidity | 60.0 | 30 | < th | dose dependent | rect. | 18 | 1 |
165 | 77.48 | wind | 9.0 | 30 | < th | dose independent | rect. | 21 | 23 |
167 | 77.56 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 20 | 1 |
168 | 77.69 | wind | 9.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
178 | 77.93 | temperature | 30.0 | 10 | > th | dose independent | rect. | 18 | 1 |
215 | 78.13 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 18 | 1 |
296 | 78.98 | wind | 1.0 | 90 | < th | dose dependent | rect. | 21 | 1 |
297 | 79.00 | wind | 1.0 | 10 | < th | dose independent | rect. | 21 | 1 |
301 | 79.00 | wind | 1.0 | 10 | < th | dose dependent | rect. | 21 | 1 |
321 | 79.09 | wind | 1.0 | 90 | < th | dose independent | rect. | 21 | 1 |
336 | 79.15 | atmosphere | 1010.0 | 10 | < th | dose dependent | rect. | 18 | 1 |
337 | 79.16 | wind | 1.0 | 90 | < th | dose independent | rect. | 16 | 6 |
366 | 79.27 | wind | 3.0 | 10 | > th | dose independent | rect. | 18 | 1 |
369 | 79.31 | wind | 1.0 | 10 | > th | dose dependent | rect. | 18 | 1 |
390 | 79.47 | wind | 5.0 | 10 | < th | dose independent | rect. | 18 | 1 |
396 | 79.55 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 18 | 1 |
415 | 79.58 | temperature | 10.0 | 10 | > th | dose independent | rect. | 18 | 1 |
418 | 79.58 | humidity | 50.0 | 10 | > th | dose independent | rect. | 18 | 1 |
419 | 79.58 | atmosphere | 1010.0 | 10 | < th | dose independent | rect. | 18 | 1 |
421 | 79.58 | radiation | 20.0 | 10 | < th | dose independent | rect. | 18 | 1 |
424 | 79.58 | precipitation | 0.1 | 10 | < th | dose independent | rect. | 18 | 1 |
425 | 79.58 | temperature | 10.0 | 10 | > th | dose independent | rect. | 19 | 23 |
426 | 79.58 | precipitation | 0.1 | 10 | < th | dose dependent | rect. | 18 | 1 |
429 | 79.61 | wind | 9.0 | 10 | < th | dose independent | rect. | 18 | 1 |
434 | 79.66 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 18 | 1 |
441 | 79.75 | temperature | 15.0 | 30 | > th | dose independent | rect. | 7 | 23 |
455 | 79.91 | wind | 9.0 | 10 | < th | dose dependent | rect. | 18 | 1 |
456 | 79.91 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 18 | 1 |
457 | 79.95 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 18 | 5 |
481 | 80.01 | temperature | 30.0 | 30 | > th | dose independent | sin | 11 | NA |
487 | 80.04 | wind | 9.0 | 10 | < th | dose independent | rect. | 19 | 23 |
561 | 80.21 | temperature | 30.0 | 30 | < th | dose independent | sin | 11 | NA |
568 | 80.26 | humidity | 60.0 | 30 | > th | dose independent | sin | 11 | NA |
578 | 80.29 | temperature | 15.0 | 30 | > th | dose independent | rect. | 21 | 9 |
613 | 80.43 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 14 | 9 |
654 | 80.47 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 9 | 9 |
655 | 80.47 | temperature | 30.0 | 30 | < th | dose independent | rect. | 7 | 23 |
656 | 80.48 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 18 | 1 |
668 | 80.52 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 11 | 7 |
682 | 80.53 | wind | 9.0 | 90 | > th | dose independent | rect. | 13 | 2 |
687 | 80.53 | wind | 9.0 | 90 | > th | dose dependent | rect. | 13 | 2 |
689 | 80.54 | wind | 9.0 | 10 | > th | dose independent | rect. | 13 | 1 |
705 | 80.54 | wind | 9.0 | 10 | > th | dose dependent | rect. | 13 | 1 |
719 | 80.55 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 24 | 7 |
721 | 80.56 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 11 | 10 |
736 | 80.57 | humidity | 50.0 | 90 | < th | dose independent | rect. | 17 | 19 |
773 | 80.59 | temperature | 15.0 | 10 | > th | dose independent | rect. | 21 | 21 |
779 | 80.60 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 17 | 14 |
780 | 80.61 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 9 | 12 |
803 | 80.64 | humidity | 50.0 | 90 | < th | dose dependent | rect. | 17 | 19 |
841 | 80.74 | temperature | 15.0 | 270 | > th | dose independent | rect. | 19 | 8 |
853 | 80.76 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 24 | 4 |
856 | 80.76 | temperature | 30.0 | 30 | < th | dose independent | rect. | 21 | 23 |
860 | 80.76 | atmosphere | 1000.0 | 10 | > th | dose dependent | rect. | 18 | 4 |
920 | 80.86 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 18 | 4 |
921 | 80.86 | wind | 1.0 | 10 | > th | dose independent | rect. | 19 | 23 |
942 | 80.88 | temperature | 15.0 | 270 | > th | dose independent | rect. | 18 | 23 |
954 | 80.90 | wind | 7.0 | 10 | > th | dose independent | rect. | 19 | 1 |
974 | 80.90 | wind | 7.0 | 10 | > th | dose dependent | rect. | 19 | 1 |
1000 | 80.91 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 22 |