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Os08g0270200

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

Description : Exosome-associated family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.6 (0.0183) R2 : 0.28
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.629 (0.0475) R2dC : 0.279 R2C : 0.279
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0311 (0.0385) R2dN8 : 0.00133 R2N8 : 0.00137
σ : 0.345
deviance : 54.31
__
_____
C
peak time of C : 16.8
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 = radiation, 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
46.78 0.321 10.6 0.268 0.603 0.329 0.708 0.726 -0.00353 17.5 40.09 15 -- --
48 0.323 10.6 0.289 0.6 0.333 0.735 -- -0.0034 17.4 41.16 14 -- --
47.91 0.322 10.6 0.273 0.61 0.319 -- 0.799 -0.000251 17.4 41.16 14 -- --
49.33 0.327 10.6 0.286 0.605 0.326 -- -- -1.9e-05 17.4 41.3 14 -- --
66.97 0.381 10.6 0.253 -- 0.392 -- 0.776 -0.0209 -- 41.33 15 -- --
50.81 0.334 10.6 0.293 0.631 -- 0.682 -- -0.00165 16.8 -- -- -- --
52.01 0.338 10.6 0.295 0.635 -- -- -- 0.0018 16.8 -- -- -- --
68.22 0.385 10.6 0.265 -- 0.406 -- -- -0.0163 -- 41.16 14 -- --
51.47 0.334 10.6 -- 0.6 0.334 -- -- -0.0315 17.4 40.41 14 -- --
73.32 0.4 10.6 0.272 -- -- -- -- -0.0147 -- -- -- -- --
54.31 0.345 10.6 -- 0.629 -- -- -- -0.0311 16.8 -- -- -- --
70.02 0.39 10.6 -- -- 0.404 -- -- -0.0491 -- 40 14 -- --
75.27 0.405 10.6 -- -- -- -- -- -0.0448 -- -- -- -- --

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 40.76 wind 9.0 270 < th dose independent rect. 5 22
2 40.78 precipitation 0.1 270 < th dose independent rect. 3 2
3 40.78 precipitation 0.1 270 < th dose dependent rect. 3 2
4 40.81 wind 5.0 90 < th dose independent rect. 3 5
5 40.82 precipitation 0.1 90 < th dose independent rect. 8 6
6 40.82 precipitation 0.1 90 < th dose dependent rect. 8 6
7 40.84 wind 9.0 90 < th dose independent rect. 8 19
8 40.85 precipitation 0.1 90 < th dose independent rect. 3 5
9 40.85 precipitation 0.1 90 < th dose dependent rect. 3 5
10 40.86 precipitation 0.1 90 < th dose independent rect. 8 19
11 40.86 precipitation 0.1 90 < th dose dependent rect. 8 19
12 40.92 wind 5.0 270 < th dose independent rect. 3 2
14 40.92 temperature 10.0 90 > th dose independent rect. 8 6
15 40.92 atmosphere 995.0 90 > th dose independent rect. 8 6
16 40.92 atmosphere 1015.0 90 < th dose independent rect. 8 6
17 40.92 temperature 10.0 90 > th dose independent rect. 14 18
18 40.92 temperature 10.0 90 > th dose dependent rect. 8 6
20 40.96 temperature 10.0 90 > th dose independent rect. 3 5
22 40.96 temperature 30.0 90 < th dose independent rect. 3 5
23 40.96 humidity 50.0 90 > th dose independent rect. 3 5
25 40.96 atmosphere 995.0 90 > th dose independent rect. 3 5
26 40.96 atmosphere 1015.0 90 < th dose independent rect. 3 5
27 40.96 temperature 10.0 90 > th dose independent rect. 8 19
29 41.00 atmosphere 995.0 90 > th dose independent rect. 8 19
31 41.02 wind 9.0 90 < th dose independent rect. 8 6
32 41.02 radiation 1.0 90 > th dose independent rect. 8 6
33 41.03 radiation 40.0 90 < th dose independent rect. 3 5
34 41.05 radiation 40.0 90 < th dose independent rect. 14 18
36 41.06 wind 9.0 90 < th dose dependent rect. 3 5
38 41.07 temperature 10.0 270 > th dose independent rect. 3 2
40 41.07 temperature 30.0 270 < th dose independent rect. 3 2
41 41.07 humidity 50.0 270 > th dose independent rect. 3 2
44 41.07 atmosphere 995.0 270 > th dose independent rect. 3 2
45 41.07 atmosphere 1010.0 270 < th dose independent rect. 3 2
47 41.07 radiation 20.0 270 < th dose independent rect. 3 2
50 41.07 temperature 10.0 270 > th dose independent rect. 5 22
51 41.08 radiation 40.0 270 < th dose dependent rect. 3 2
52 41.09 radiation 20.0 270 < th dose dependent rect. 3 2
54 41.10 radiation 1.0 270 < th dose dependent rect. 3 2
56 41.12 radiation 1.0 270 < th dose independent rect. 3 2
58 41.12 temperature 10.0 90 > th dose dependent rect. 3 5
59 41.13 wind 9.0 270 < th dose dependent rect. 3 2
61 41.20 wind 7.0 270 < th dose independent rect. 17 9
63 41.21 wind 9.0 90 < th dose independent rect. 14 18
64 41.25 temperature 10.0 270 > th dose dependent rect. 9 1
66 41.26 wind 1.0 90 > th dose independent rect. 8 6
69 41.29 humidity 50.0 90 > th dose independent rect. 8 6
77 41.38 precipitation 0.1 270 < th dose independent rect. 5 22
78 41.38 temperature 10.0 10 > th dose dependent rect. 9 5
79 41.38 precipitation 0.1 270 < th dose dependent rect. 5 22
81 41.39 atmosphere 1015.0 90 < th dose independent rect. 14 18
82 41.40 radiation 1.0 10 > th dose independent rect. 9 5
85 41.42 wind 7.0 270 < th dose independent rect. 6 20
86 41.43 temperature 10.0 10 > th dose independent rect. 9 5
88 41.43 atmosphere 995.0 10 > th dose independent rect. 9 5
89 41.43 atmosphere 1015.0 10 < th dose independent rect. 9 5
90 41.43 precipitation 0.1 10 < th dose independent rect. 9 5
92 41.43 precipitation 0.1 270 < th dose independent rect. 2 15
93 41.43 temperature 10.0 10 > th dose independent rect. 14 19
94 41.43 precipitation 0.1 10 < th dose dependent rect. 9 5
95 41.43 precipitation 0.1 270 < th dose dependent rect. 2 15
101 41.50 temperature 15.0 270 > th dose independent rect. 2 15
110 41.52 humidity 50.0 270 > th dose dependent rect. 3 2
114 41.55 wind 9.0 90 < th dose dependent rect. 8 19
118 41.57 precipitation 0.1 270 < th dose independent rect. 17 9
119 41.57 precipitation 0.1 270 < th dose dependent rect. 17 9
121 41.58 precipitation 0.1 90 < th dose independent rect. 14 18
122 41.58 precipitation 0.1 90 < th dose dependent rect. 14 18
151 41.64 wind 1.0 10 > th dose independent rect. 9 5
153 41.64 wind 9.0 10 < th dose independent rect. 9 5
155 41.64 temperature 10.0 270 > th dose independent rect. 17 9
156 41.64 radiation 20.0 270 < th dose independent rect. 17 9
160 41.64 atmosphere 1015.0 270 < th dose independent rect. 2 15
162 41.65 wind 9.0 270 < th dose independent rect. 6 7
163 41.65 temperature 10.0 270 > th dose dependent rect. 6 6
171 41.68 temperature 10.0 270 > th dose independent rect. 6 7
172 41.68 atmosphere 995.0 270 > th dose independent rect. 6 7
173 41.68 atmosphere 1015.0 270 < th dose independent rect. 6 7
178 41.69 humidity 50.0 270 > th dose independent rect. 9 1
179 41.69 temperature 10.0 1440 > th dose independent rect. 9 6
182 41.69 precipitation 0.1 270 < th dose independent rect. 6 7
183 41.69 temperature 10.0 1440 > th dose independent rect. 15 18
186 41.69 precipitation 0.1 270 < th dose dependent rect. 6 7
196 41.71 radiation 40.0 10 < th dose independent rect. 14 18
200 41.71 wind 9.0 270 < th dose dependent rect. 6 7
207 41.72 temperature 10.0 270 > th dose dependent rect. 3 2
209 41.73 humidity 50.0 270 > th dose independent rect. 6 6
219 41.74 wind 9.0 10 < th dose independent rect. 14 19
220 41.74 atmosphere 1015.0 10 < th dose independent rect. 14 19
223 41.75 temperature 10.0 270 > th dose independent rect. 9 1
224 41.75 atmosphere 995.0 270 > th dose independent rect. 9 1
225 41.75 atmosphere 1015.0 270 < th dose independent rect. 9 1
226 41.75 temperature 10.0 270 > th dose independent rect. 10 23
227 41.75 wind 9.0 270 < th dose dependent rect. 8 2
229 41.76 wind 9.0 270 < th dose independent rect. 9 1
230 41.76 precipitation 0.1 270 < th dose independent rect. 9 1
234 41.76 precipitation 0.1 270 < th dose dependent rect. 9 1
260 41.81 radiation 40.0 270 < th dose dependent rect. 17 9
261 41.82 humidity 50.0 10 > th dose independent rect. 9 5
287 41.84 temperature 10.0 270 > th dose independent rect. 6 20
293 41.86 wind 1.0 270 > th dose independent rect. 9 1
298 41.88 atmosphere 995.0 90 > th dose independent rect. 14 18
310 41.89 precipitation 0.1 10 < th dose independent rect. 14 19
311 41.89 precipitation 0.1 270 < th dose independent rect. 6 20
314 41.89 wind 9.0 270 < th dose dependent rect. 7 4
315 41.89 radiation 40.0 270 < th dose dependent rect. 2 4
316 41.89 precipitation 0.1 10 < th dose dependent rect. 14 19
317 41.89 wind 9.0 270 < th dose dependent rect. 6 20
318 41.89 precipitation 0.1 270 < th dose dependent rect. 6 20
336 41.93 radiation 40.0 10 < th dose independent rect. 12 21
359 41.95 humidity 50.0 270 > th dose independent rect. 17 9
373 41.97 atmosphere 995.0 270 > th dose independent rect. 17 9
388 42.00 atmosphere 1015.0 270 < th dose dependent rect. 3 2
391 42.01 humidity 50.0 90 > th dose independent rect. 14 18
397 42.02 wind 9.0 270 < th dose independent rect. 2 15
402 42.04 humidity 50.0 270 > th dose independent rect. 7 4
408 42.05 radiation 1.0 270 > th dose independent rect. 8 2
441 42.08 precipitation 0.1 10 < th dose independent rect. 9 18
444 42.08 precipitation 0.1 10 < th dose dependent rect. 9 18
445 42.09 precipitation 0.1 10 < th dose independent rect. 3 6
449 42.09 precipitation 0.1 10 < th dose dependent rect. 3 6
455 42.10 atmosphere 995.0 10 > th dose independent rect. 9 19
480 42.14 wind 7.0 10 < th dose independent rect. 3 6
481 42.14 temperature 10.0 270 > th dose independent rect. 11 20
483 42.14 wind 9.0 10 < th dose dependent rect. 4 5
486 42.15 precipitation 0.1 270 < th dose independent rect. 1 6
488 42.15 wind 9.0 10 < th dose independent rect. 9 19
492 42.15 precipitation 0.1 270 < th dose dependent rect. 1 6
522 42.18 temperature 10.0 10 > th dose independent rect. 4 5
524 42.18 temperature 30.0 10 < th dose independent rect. 4 5
525 42.18 humidity 50.0 10 > th dose independent rect. 4 5
527 42.18 atmosphere 995.0 10 > th dose independent rect. 4 5
528 42.18 atmosphere 1015.0 10 < th dose independent rect. 4 5
531 42.18 humidity 90.0 90 < th dose independent rect. 8 6
532 42.18 temperature 10.0 10 > th dose independent rect. 9 19
546 42.20 temperature 10.0 90 > th dose dependent rect. 8 19
552 42.21 humidity 50.0 90 > th dose independent rect. 8 19
572 42.22 temperature 10.0 10 > th dose dependent rect. 3 6
643 42.31 humidity 50.0 10 > th dose independent rect. 14 19
717 42.35 atmosphere 995.0 10 > th dose independent rect. 14 19
727 42.36 radiation 10.0 270 < th dose independent rect. 1 6
792 42.40 humidity 50.0 10 > th dose independent rect. 15 17
793 42.40 humidity 50.0 270 > th dose dependent rect. 2 4
798 42.41 radiation 40.0 270 < th dose dependent rect. 1 6
803 42.42 atmosphere 995.0 270 > th dose independent rect. 6 20
811 42.44 wind 9.0 270 < th dose independent rect. 10 22
823 42.45 humidity 90.0 10 < th dose independent rect. 9 5
840 42.47 precipitation 0.1 270 < th dose independent rect. 11 20
842 42.47 atmosphere 995.0 90 > th dose dependent rect. 3 5
844 42.47 precipitation 0.1 270 < th dose dependent rect. 11 20
853 42.48 precipitation 0.1 270 < th dose independent rect. 10 22
856 42.48 precipitation 0.1 270 < th dose dependent rect. 10 22
859 42.49 radiation 1.0 270 > th dose independent rect. 6 6
862 42.49 wind 9.0 270 < th dose independent rect. 11 20
873 42.50 atmosphere 995.0 270 > th dose independent rect. 5 22
900 42.54 temperature 10.0 1440 > th dose independent rect. 4 6
903 42.54 atmosphere 995.0 1440 > th dose independent rect. 4 6
904 42.54 atmosphere 1015.0 1440 < th dose independent rect. 4 6
907 42.54 temperature 10.0 1440 > th dose independent rect. 10 18
915 42.55 atmosphere 1015.0 90 < th dose independent rect. 8 19
929 42.56 atmosphere 1015.0 90 < th dose dependent rect. 3 5
935 42.57 wind 9.0 1440 < th dose independent rect. 4 5
941 42.57 humidity 50.0 1440 > th dose independent rect. 4 5
972 42.59 temperature 10.0 10 > th dose dependent rect. 9 18
987 42.62 atmosphere 995.0 270 > th dose independent rect. 2 15