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Os01g0265700

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 11.3 (0.0125) R2 : 0.436
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.597 (0.0318) R2dC : 0.436 R2C : 0.434
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.0293 (0.0264) R2dN8 : 0.00197 R2N8 : -8.7e-05
σ : 0.236
deviance : 25.54
__
_____
C
peak time of C : 15.7
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = humidity, 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
21.17 0.216 11.3 0.432 0.584 -0.644 -0.343 0.801 0.00648 15.8 49.84 4428 -- --
21.71 0.217 11.3 0.366 0.598 -0.441 -0.347 -- 0.0171 15.7 50.28 4547 -- --
21.52 0.216 11.3 0.431 0.584 -0.641 -- 0.81 0.00526 15.8 49.79 4424 -- --
21.84 0.218 11.3 0.363 0.595 -0.499 -- -- 0.0196 15.8 49.21 4568 -- --
39.61 0.293 11.3 0.502 -- -0.836 -- 1.31 -0.0216 -- 50 4203 -- --
23.91 0.229 11.3 0.231 0.603 -- -0.311 -- 0.0562 15.7 -- -- -- --
24.2 0.23 11.3 0.226 0.602 -- -- -- 0.0544 15.7 -- -- -- --
40.73 0.297 11.3 0.374 -- -0.431 -- -- -0.00418 -- 49.19 4189 -- --
24.04 0.228 11.3 -- 0.582 -0.33 -- -- -0.0132 15.9 64.19 5424 -- --
44.21 0.311 11.3 0.201 -- -- -- -- 0.0384 -- -- -- -- --
25.54 0.236 11.3 -- 0.597 -- -- -- 0.0293 15.7 -- -- -- --
42 0.302 11.3 -- -- -0.392 -- -- 0.0038 -- 65 8357 -- --
45.28 0.314 11.3 -- -- -- -- -- 0.0161 -- -- -- -- --

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 19.52 temperature 25.0 270 < th dose independent rect. 1 4
10 20.08 wind 7.0 270 < th dose independent rect. 6 19
11 20.08 wind 5.0 90 < th dose dependent rect. 3 4
15 20.18 wind 7.0 270 < th dose independent rect. 5 21
17 20.20 wind 9.0 270 < th dose independent rect. 4 23
22 20.23 humidity 50.0 1440 < th dose dependent rect. 16 1
24 20.24 humidity 50.0 1440 < th dose independent rect. 16 1
32 20.30 precipitation 0.1 270 < th dose independent rect. 1 5
33 20.30 precipitation 0.1 270 < th dose dependent rect. 1 5
34 20.32 atmosphere 995.0 270 > th dose independent rect. 1 18
36 20.33 wind 5.0 90 < th dose independent rect. 3 4
37 20.33 precipitation 0.1 90 < th dose independent rect. 3 4
38 20.33 precipitation 0.1 90 < th dose dependent rect. 3 4
44 20.35 humidity 50.0 90 > th dose dependent rect. 3 4
52 20.39 atmosphere 995.0 270 > th dose independent rect. 14 15
56 20.40 wind 7.0 270 < th dose independent rect. 1 5
63 20.43 temperature 10.0 270 > th dose independent rect. 1 5
66 20.43 humidity 50.0 270 > th dose independent rect. 1 5
69 20.43 atmosphere 995.0 270 > th dose independent rect. 1 5
70 20.43 atmosphere 1015.0 270 < th dose independent rect. 1 5
71 20.43 radiation 20.0 270 < th dose independent rect. 1 5
74 20.43 temperature 10.0 270 > th dose independent rect. 6 19
75 20.43 humidity 50.0 270 > th dose dependent rect. 1 5
77 20.44 temperature 10.0 90 > th dose independent rect. 3 4
80 20.44 humidity 50.0 90 > th dose independent rect. 3 4
82 20.44 atmosphere 995.0 90 > th dose independent rect. 3 4
83 20.44 atmosphere 1015.0 90 < th dose independent rect. 3 4
84 20.44 radiation 30.0 90 < th dose independent rect. 3 4
90 20.45 wind 1.0 270 > th dose independent rect. 2 2
93 20.45 temperature 15.0 270 > th dose independent rect. 1 18
94 20.45 precipitation 0.1 270 < th dose independent rect. 6 19
97 20.45 radiation 30.0 270 < th dose dependent rect. 1 5
99 20.45 precipitation 0.1 270 < th dose dependent rect. 6 19
101 20.46 humidity 50.0 270 > th dose independent rect. 5 10
103 20.46 humidity 50.0 270 > th dose independent rect. 6 19
117 20.48 wind 9.0 270 < th dose independent rect. 5 10
118 20.48 precipitation 0.1 270 < th dose independent rect. 1 18
120 20.48 precipitation 0.1 270 < th dose dependent rect. 1 18
127 20.50 atmosphere 1010.0 90 < th dose independent rect. 16 15
143 20.51 radiation 40.0 90 < th dose dependent rect. 15 16
145 20.52 precipitation 0.1 270 < th dose independent rect. 3 1
148 20.52 precipitation 0.1 270 < th dose dependent rect. 3 1
151 20.53 wind 9.0 90 < th dose independent rect. 7 9
152 20.53 humidity 50.0 90 > th dose independent rect. 7 9
163 20.54 radiation 1.0 270 < th dose independent rect. 2 3
170 20.54 temperature 10.0 270 > th dose independent rect. 5 21
172 20.54 radiation 1.0 270 < th dose dependent rect. 2 3
180 20.55 wind 7.0 270 < th dose independent rect. 19 6
212 20.58 precipitation 0.1 270 < th dose independent rect. 19 6
214 20.58 radiation 40.0 90 < th dose independent rect. 7 8
216 20.58 radiation 20.0 90 < th dose independent rect. 15 16
219 20.58 precipitation 0.1 270 < th dose dependent rect. 19 6
237 20.59 atmosphere 995.0 270 > th dose independent rect. 24 21
244 20.60 atmosphere 995.0 10 > th dose independent rect. 16 15
247 20.60 temperature 15.0 270 > th dose independent rect. 24 21
256 20.61 precipitation 0.1 270 < th dose independent rect. 5 21
264 20.61 precipitation 0.1 270 < th dose dependent rect. 5 21
266 20.62 temperature 10.0 270 > th dose independent rect. 19 6
267 20.62 temperature 30.0 270 < th dose independent rect. 19 6
268 20.62 humidity 50.0 270 > th dose independent rect. 19 6
270 20.62 atmosphere 995.0 270 > th dose independent rect. 19 6
272 20.62 radiation 1.0 270 < th dose independent rect. 19 6
277 20.62 temperature 10.0 90 > th dose independent rect. 7 9
278 20.62 atmosphere 1015.0 90 < th dose independent rect. 7 9
279 20.62 temperature 10.0 90 > th dose independent rect. 16 15
285 20.62 atmosphere 1015.0 270 < th dose independent rect. 1 18
289 20.62 radiation 1.0 270 < th dose dependent rect. 19 6
300 20.63 radiation 40.0 90 < th dose independent rect. 7 20
305 20.64 temperature 10.0 270 > th dose independent rect. 5 9
306 20.64 atmosphere 995.0 270 > th dose independent rect. 5 9
307 20.64 atmosphere 1015.0 270 < th dose independent rect. 5 9
308 20.64 precipitation 0.1 90 < th dose independent rect. 7 9
309 20.64 temperature 10.0 270 > th dose independent rect. 14 15
311 20.64 precipitation 0.1 90 < th dose independent rect. 16 15
314 20.64 precipitation 0.1 90 < th dose dependent rect. 7 9
315 20.64 precipitation 0.1 90 < th dose dependent rect. 16 15
323 20.65 atmosphere 1015.0 10 < th dose independent rect. 16 15
326 20.66 humidity 50.0 10 > th dose independent rect. 7 9
330 20.66 atmosphere 995.0 270 > th dose dependent rect. 1 5
333 20.67 wind 5.0 270 < th dose independent rect. 3 1
334 20.67 humidity 90.0 270 > th dose independent rect. 2 3
338 20.67 precipitation 0.1 270 < th dose independent rect. 14 15
345 20.67 precipitation 0.1 270 < th dose dependent rect. 14 15
352 20.68 precipitation 0.1 270 < th dose independent rect. 5 9
357 20.68 atmosphere 995.0 90 > th dose dependent rect. 3 4
359 20.68 precipitation 0.1 270 < th dose dependent rect. 5 9
380 20.69 wind 9.0 90 < th dose dependent rect. 7 20
393 20.71 humidity 50.0 1440 > th dose independent rect. 16 1
397 20.71 temperature 15.0 10 > th dose independent rect. 16 15
398 20.71 radiation 20.0 10 < th dose independent rect. 16 15
414 20.73 precipitation 0.1 10 < th dose independent rect. 3 4
429 20.73 temperature 10.0 10 > th dose independent rect. 7 9
431 20.73 atmosphere 1015.0 10 < th dose independent rect. 7 9
432 20.73 precipitation 0.1 10 < th dose independent rect. 7 9
436 20.73 radiation 40.0 10 < th dose independent rect. 16 15
437 20.73 temperature 15.0 90 > th dose independent rect. 3 18
441 20.73 precipitation 0.1 10 < th dose dependent rect. 3 4
444 20.73 precipitation 0.1 10 < th dose dependent rect. 7 9
453 20.74 precipitation 0.1 10 < th dose independent rect. 16 15
461 20.74 precipitation 0.1 270 < th dose independent rect. 24 21
462 20.74 humidity 50.0 270 > th dose dependent rect. 3 1
464 20.74 precipitation 0.1 10 < th dose dependent rect. 16 15
465 20.74 precipitation 0.1 270 < th dose dependent rect. 24 21
498 20.76 wind 9.0 270 < th dose dependent rect. 3 1
506 20.76 wind 9.0 270 < th dose dependent rect. 6 18
509 20.77 atmosphere 1000.0 270 > th dose independent rect. 3 1
516 20.77 temperature 30.0 90 < th dose dependent rect. 3 4
520 20.78 temperature 10.0 270 > th dose independent rect. 3 1
523 20.78 humidity 50.0 270 > th dose independent rect. 3 1
527 20.78 atmosphere 1010.0 270 < th dose independent rect. 3 1
529 20.78 radiation 1.0 270 < th dose independent rect. 3 1
543 20.78 temperature 10.0 270 > th dose independent rect. 4 23
544 20.78 radiation 1.0 270 < th dose dependent rect. 3 1
553 20.78 temperature 10.0 90 > th dose dependent rect. 3 4
555 20.78 humidity 50.0 270 > th dose dependent rect. 19 6
571 20.80 wind 5.0 270 < th dose independent rect. 21 3
594 20.80 radiation 1.0 270 < th dose independent rect. 1 17
623 20.81 wind 9.0 90 < th dose independent rect. 16 15
630 20.81 precipitation 0.1 10 < th dose independent rect. 7 20
633 20.81 temperature 30.0 270 < th dose dependent rect. 1 4
641 20.81 precipitation 0.1 10 < th dose dependent rect. 7 20
657 20.82 precipitation 0.1 270 < th dose independent rect. 21 3
688 20.82 humidity 50.0 270 > th dose dependent rect. 21 3
689 20.82 precipitation 0.1 270 < th dose dependent rect. 21 3
695 20.82 radiation 1.0 270 < th dose dependent rect. 1 18
696 20.82 humidity 50.0 90 > th dose dependent rect. 7 20
699 20.83 wind 1.0 270 > th dose independent rect. 1 5
700 20.83 atmosphere 1015.0 1440 < th dose independent rect. 3 5
713 20.83 wind 9.0 270 < th dose dependent rect. 19 6
721 20.84 wind 5.0 90 < th dose independent rect. 21 6
746 20.85 atmosphere 1015.0 270 < th dose independent rect. 24 21
753 20.85 humidity 50.0 90 > th dose dependent rect. 21 6
764 20.86 wind 9.0 270 < th dose independent rect. 1 18
767 20.86 humidity 50.0 10 > th dose dependent rect. 4 3
769 20.86 atmosphere 995.0 10 > th dose dependent rect. 3 4
801 20.88 radiation 40.0 270 < th dose independent rect. 20 15
803 20.88 temperature 30.0 720 > th dose dependent rect. 18 1
827 20.89 temperature 10.0 270 > th dose independent rect. 21 3
828 20.89 temperature 30.0 270 < th dose independent rect. 21 3
829 20.89 humidity 50.0 270 > th dose independent rect. 21 3
832 20.89 atmosphere 995.0 270 > th dose independent rect. 21 3
833 20.89 radiation 1.0 270 < th dose independent rect. 21 3
840 20.89 temperature 10.0 10 > th dose independent rect. 3 4
842 20.89 temperature 30.0 10 < th dose independent rect. 3 4
843 20.89 humidity 50.0 10 > th dose independent rect. 3 4
846 20.89 atmosphere 995.0 10 > th dose independent rect. 3 4
847 20.89 atmosphere 1015.0 10 < th dose independent rect. 3 4
848 20.89 radiation 20.0 10 < th dose independent rect. 3 4
864 20.89 radiation 20.0 10 < th dose independent rect. 14 17
867 20.89 temperature 10.0 10 > th dose independent rect. 7 20
869 20.89 radiation 1.0 270 < th dose dependent rect. 21 3
884 20.90 wind 1.0 90 < th dose independent rect. 4 2
917 20.90 wind 9.0 270 < th dose independent rect. 14 15
919 20.90 radiation 40.0 270 < th dose independent rect. 7 17
959 20.91 atmosphere 995.0 10 > th dose independent rect. 7 9
966 20.91 atmosphere 1015.0 90 < th dose independent rect. 3 18
973 20.91 wind 9.0 270 < th dose dependent rect. 21 3