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Os03g0128200

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 : 5.44 (0.0334) R2 : 0.131
β1 : 0.986 (0.122) R2dD : 0.129 R2D : 0.131
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0282 (0.0713) R2dN8 : 4e-04 R2N8 : 0.00271
σ : 0.626
deviance : 179.73
__
_____
C
peak time of C : --
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 = 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
161.59 0.597 5.42 0.821 0.356 -4.13 0.523 -8.87 -0.0586 15.3 8.893 31 -- --
163.03 0.595 5.41 0.891 0.322 -2.04 0.621 -- -0.000489 15.9 9.302 31 -- --
162.4 0.594 5.42 0.829 0.356 -4.07 -- -8.27 -0.0599 15.1 8.856 31 -- --
162.53 0.594 5.44 0.898 0.363 -2.05 -- -- -0.0607 15 9.317 31 -- --
169.33 0.606 5.42 0.833 -- -3.79 -- -7.78 -0.0629 -- 8.82 20 -- --
173.36 0.617 5.44 0.987 0.294 -- 0.685 -- -0.0243 15.6 -- -- -- --
174.7 0.619 5.43 0.998 0.296 -- -- -- -0.0205 15 -- -- -- --
169.94 0.607 5.44 0.895 -- -1.81 -- -- -0.0656 -- 9.333 31 -- --
183.83 0.631 5.44 -- 0.333 -2.42 -- -- -0.104 14.9 9.3 31 -- --
179.73 0.626 5.44 0.986 -- -- -- -- -0.0282 -- -- -- -- --
200.96 0.663 5.46 -- 0.277 -- -- -- -0.132 15 -- -- -- --
190.75 0.643 5.45 -- -- -2.19 -- -- -0.143 -- 9.4 31 -- --
205.35 0.669 5.46 -- -- -- -- -- -0.138 -- -- -- -- --

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
1 150.38 wind 9.0 720 < th dose independent rect. 23 16
2 154.22 radiation 1.0 14400 < th dose dependent rect. 23 1
3 154.97 wind 9.0 30 < th dose independent rect. 3 23
5 155.55 wind 9.0 720 < th dose independent rect. 3 8
6 156.07 precipitation 0.1 720 < th dose independent rect. 11 16
7 156.07 precipitation 0.1 720 < th dose dependent rect. 11 16
8 156.09 precipitation 0.1 720 < th dose independent rect. 15 8
9 156.09 atmosphere 1005.0 90 > th dose dependent rect. 2 1
10 156.09 precipitation 0.1 720 < th dose dependent rect. 15 8
11 156.11 radiation 1.0 14400 < th dose dependent rect. 3 1
14 156.55 wind 9.0 10 < th dose independent rect. 23 23
16 156.81 atmosphere 1005.0 10 > th dose dependent rect. 2 2
17 156.96 temperature 10.0 720 > th dose independent rect. 3 8
18 156.96 atmosphere 995.0 720 > th dose independent rect. 3 8
19 156.96 temperature 10.0 720 > th dose independent rect. 11 16
23 157.31 humidity 70.0 270 > th dose dependent rect. 21 11
24 157.52 humidity 50.0 720 > th dose independent rect. 3 8
25 157.58 temperature 10.0 720 > th dose independent rect. 15 8
26 157.58 temperature 10.0 720 > th dose independent rect. 23 16
27 157.61 atmosphere 995.0 10 > th dose independent rect. 3 23
28 157.69 radiation 40.0 720 < th dose independent rect. 15 8
30 157.80 temperature 25.0 270 < th dose independent rect. 18 12
32 157.84 atmosphere 995.0 720 > th dose independent rect. 11 16
36 157.96 humidity 90.0 90 < th dose independent rect. 1 13
39 158.13 atmosphere 995.0 720 > th dose independent rect. 15 8
40 158.22 precipitation 0.1 1440 < th dose independent rect. 23 1
41 158.22 precipitation 0.1 1440 < th dose dependent rect. 23 1
44 158.32 wind 1.0 720 > th dose independent rect. 15 8
46 158.39 temperature 20.0 30 > th dose independent rect. 3 6
47 158.41 atmosphere 1005.0 10 > th dose independent rect. 2 1
49 158.43 wind 9.0 30 > th dose independent rect. 17 21
57 158.50 atmosphere 1015.0 720 < th dose independent rect. 3 8
58 158.51 wind 1.0 30 > th dose independent rect. 2 1
60 158.53 wind 9.0 10 < th dose independent rect. 2 1
61 158.53 temperature 10.0 10 > th dose independent rect. 2 1
63 158.53 temperature 30.0 10 < th dose independent rect. 2 1
64 158.53 humidity 50.0 10 > th dose independent rect. 2 1
68 158.53 atmosphere 1010.0 10 < th dose independent rect. 2 1
70 158.53 radiation 1.0 10 < th dose independent rect. 2 1
75 158.53 precipitation 0.1 10 < th dose independent rect. 2 1
76 158.53 temperature 10.0 10 > th dose independent rect. 3 23
77 158.53 radiation 1.0 10 < th dose dependent rect. 2 1
82 158.53 precipitation 0.1 10 < th dose dependent rect. 2 1
83 158.53 wind 9.0 10 > th dose dependent rect. 17 21
88 158.55 temperature 25.0 270 > th dose independent rect. 18 9
90 158.56 wind 5.0 10 < th dose independent rect. 2 1
93 158.58 temperature 10.0 10 > th dose dependent rect. 2 1
94 158.60 humidity 50.0 10 > th dose dependent rect. 2 1
95 158.62 wind 9.0 10 < th dose dependent rect. 2 1
97 158.63 temperature 30.0 30 < th dose dependent rect. 2 1
98 158.64 humidity 60.0 90 > th dose dependent rect. 23 10
139 158.79 atmosphere 1015.0 30 < th dose dependent rect. 2 1
154 158.90 humidity 90.0 10 > th dose independent rect. 2 1
161 158.94 wind 9.0 90 > th dose dependent rect. 11 3
167 158.99 temperature 25.0 90 > th dose independent rect. 1 2
188 159.09 atmosphere 995.0 720 > th dose independent rect. 23 16
189 159.09 humidity 90.0 90 < th dose independent rect. 1 22
195 159.17 wind 9.0 1440 < th dose independent rect. 3 1
196 159.17 temperature 10.0 1440 > th dose independent rect. 3 1
199 159.17 temperature 30.0 1440 < th dose independent rect. 3 1
203 159.17 humidity 50.0 1440 > th dose independent rect. 3 1
212 159.17 atmosphere 995.0 1440 > th dose independent rect. 3 1
213 159.17 radiation 1.0 1440 < th dose independent rect. 3 1
233 159.17 temperature 10.0 1440 > th dose independent rect. 4 23
255 159.37 radiation 20.0 90 < th dose dependent rect. 9 18
257 159.43 precipitation 0.1 30 < th dose independent rect. 3 23
258 159.43 precipitation 0.1 30 < th dose dependent rect. 3 23
259 159.46 precipitation 0.1 14400 < th dose independent rect. 17 1
260 159.46 precipitation 0.1 14400 < th dose dependent rect. 17 1
262 159.48 wind 3.0 14400 < th dose independent rect. 22 4
271 159.60 temperature 10.0 30 > th dose dependent rect. 3 23
272 159.62 temperature 25.0 270 > th dose independent rect. 21 6
276 159.64 precipitation 0.1 14400 > th dose dependent rect. 9 6
279 159.66 precipitation 0.1 14400 < th dose independent rect. 12 4
281 159.66 precipitation 0.1 14400 < th dose dependent rect. 12 4
285 159.71 temperature 20.0 30 > th dose dependent rect. 22 5
286 159.74 wind 3.0 14400 > th dose independent rect. 22 4
293 159.79 wind 9.0 90 > th dose independent rect. 11 3
298 159.84 temperature 25.0 270 > th dose independent rect. 22 2
301 159.93 temperature 25.0 270 < th dose independent sin 12 NA
305 159.97 precipitation 0.1 14400 > th dose independent rect. 12 4
316 160.04 temperature 10.0 30 > th dose dependent rect. 23 23
321 160.13 humidity 90.0 270 < th dose independent sin 10 NA
323 160.14 atmosphere 995.0 30 > th dose independent rect. 23 23
338 160.19 precipitation 0.1 14400 > th dose independent rect. 17 1
339 160.19 humidity 90.0 90 < th dose independent rect. 1 3
366 160.29 humidity 80.0 270 > th dose dependent sin 10 NA
371 160.33 temperature 25.0 270 > th dose independent sin 12 NA
387 160.37 precipitation 0.1 14400 > th dose dependent rect. 12 4
396 160.42 wind 1.0 43200 > th dose dependent rect. 24 2
401 160.45 humidity 90.0 90 < th dose independent rect. 1 5
406 160.47 humidity 90.0 10 < th dose dependent rect. 22 1
411 160.49 humidity 90.0 10 < th dose independent rect. 22 1
429 160.56 atmosphere 1005.0 10 > th dose independent rect. 22 1
437 160.59 temperature 25.0 10 > th dose independent rect. 22 2
442 160.63 wind 3.0 14400 > th dose independent rect. 22 1
446 160.64 humidity 70.0 90 > th dose independent rect. 9 18
447 160.65 wind 3.0 14400 < th dose independent rect. 1 1
448 160.65 wind 5.0 10 < th dose dependent rect. 22 1
452 160.66 humidity 90.0 270 < th dose independent rect. 16 20
461 160.72 precipitation 0.1 30 < th dose independent rect. 22 1
466 160.72 precipitation 0.1 30 < th dose dependent rect. 22 1
470 160.75 wind 7.0 30 < th dose independent rect. 22 1
472 160.75 temperature 10.0 30 > th dose independent rect. 22 1
474 160.75 temperature 30.0 30 < th dose independent rect. 22 1
475 160.75 humidity 50.0 30 > th dose independent rect. 22 1
478 160.75 atmosphere 995.0 30 > th dose independent rect. 22 1
479 160.75 atmosphere 1010.0 30 < th dose independent rect. 22 1
481 160.75 radiation 1.0 30 < th dose independent rect. 22 1
488 160.75 temperature 10.0 30 > th dose independent rect. 23 23
490 160.75 radiation 1.0 30 < th dose dependent rect. 22 1
496 160.76 wind 1.0 30 > th dose independent rect. 22 1
497 160.76 wind 3.0 30 < th dose independent rect. 22 1
499 160.76 temperature 10.0 30 > th dose dependent rect. 22 1
500 160.76 atmosphere 995.0 30 > th dose dependent rect. 22 1
502 160.76 atmosphere 1015.0 30 < th dose dependent rect. 22 1
508 160.77 temperature 25.0 10 > th dose dependent rect. 22 1
510 160.77 temperature 30.0 30 < th dose dependent rect. 22 1
521 160.80 wind 9.0 1440 < th dose independent rect. 23 1
522 160.80 temperature 10.0 1440 > th dose independent rect. 23 1
525 160.80 temperature 30.0 1440 < th dose independent rect. 23 1
529 160.80 humidity 50.0 1440 > th dose independent rect. 23 1
539 160.80 atmosphere 995.0 1440 > th dose independent rect. 23 1
540 160.80 radiation 1.0 1440 < th dose independent rect. 23 1
564 160.80 radiation 10.0 90 < th dose independent rect. 9 18
565 160.80 temperature 10.0 1440 > th dose independent rect. 24 23
583 160.81 humidity 50.0 30 > th dose dependent rect. 22 1
633 160.87 humidity 90.0 270 > th dose independent rect. 21 10
655 160.93 wind 1.0 30 > th dose dependent rect. 22 1
677 161.07 wind 3.0 14400 > th dose independent rect. 1 1
721 161.11 wind 1.0 10 > th dose independent rect. 23 23
725 161.13 precipitation 0.1 14400 > th dose dependent rect. 17 1
736 161.21 temperature 20.0 90 > th dose independent rect. 3 14
740 161.24 humidity 70.0 90 > th dose independent rect. 9 14
747 161.28 precipitation 0.1 30 < th dose independent rect. 23 23
748 161.28 precipitation 0.1 30 < th dose dependent rect. 23 23
771 161.36 wind 9.0 10 > th dose dependent sin 0 NA
803 161.49 temperature 20.0 90 > th dose dependent rect. 17 10
808 161.52 temperature 30.0 720 < th dose independent rect. 3 8
812 161.52 wind 9.0 270 > th dose dependent rect. 17 19
816 161.55 humidity 90.0 720 > th dose dependent rect. 19 2
819 161.58 humidity 90.0 90 < th dose independent rect. 2 1
837 161.65 temperature 20.0 90 > th dose independent rect. 23 10
842 161.69 temperature 20.0 30 > th dose independent rect. 3 8
857 161.73 wind 9.0 720 < th dose independent rect. 3 12
866 161.76 wind 1.0 30 > th dose dependent rect. 7 7
872 161.79 wind 9.0 30 > th dose independent sin 23 NA
876 161.80 wind 9.0 30 < th dose independent sin 2 NA
891 161.85 wind 9.0 270 > th dose dependent rect. 11 1
893 161.86 wind 1.0 10 > th dose independent rect. 23 10
894 161.86 wind 9.0 10 > th dose dependent no NA NA
896 161.86 wind 9.0 10 > th dose dependent rect. 10 12
972 161.86 wind 9.0 10 > th dose dependent rect. 13 23
975 161.86 wind 9.0 10 > th dose dependent rect. 21 23
978 161.87 humidity 90.0 270 > th dose independent sin 9 NA
980 161.87 humidity 70.0 720 > th dose dependent rect. 23 1
983 161.89 wind 9.0 30 > th dose independent rect. 10 10