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Os09g0516800

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 (0.0236) R2 : 0.0141
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.126 (0.0496) R2dN8 : 0.0182 R2N8 : 0.0141
σ : 0.444
deviance : 90.36
__
_____
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 = 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
66.11 0.382 11.4 0.42 0.404 0.569 0.39 0.791 -0.15 21 67 1198 -- --
67.27 0.382 11.4 0.474 0.4 0.594 0.312 -- -0.151 21 66.62 1192 -- --
66.61 0.38 11.4 0.414 0.402 0.572 -- 0.688 -0.15 21.1 67 1198 -- --
67.48 0.383 11.3 0.472 0.41 0.611 -- -- -0.146 21.1 67 1191 -- --
74.65 0.402 11.3 0.326 -- 0.468 -- 1.19 -0.162 -- 66 2739 -- --
80.87 0.422 11.3 0.365 0.332 -- 0.315 -- -0.0829 19.7 -- -- -- --
81.14 0.422 11.3 0.357 0.331 -- -- -- -0.0828 19.8 -- -- -- --
76.21 0.407 11.3 0.512 -- 0.566 -- -- -0.135 -- 67 1233 -- --
73.2 0.398 11.4 -- 0.39 0.558 -- -- -0.188 21.1 66.88 1195 -- --
87.08 0.436 11.3 0.353 -- -- -- -- -0.0874 -- -- -- -- --
84.49 0.43 11.3 -- 0.329 -- -- -- -0.122 19.9 -- -- -- --
81.52 0.421 11.4 -- -- 0.501 -- -- -0.191 -- 67 1239 -- --
90.36 0.444 11.3 -- -- -- -- -- -0.126 -- -- -- -- --

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 60.06 temperature 10.0 270 > th dose dependent rect. 18 8
2 60.78 radiation 1.0 90 > th dose independent sin 13 NA
3 60.91 radiation 10.0 270 < th dose independent rect. 15 11
4 61.02 precipitation 0.1 270 < th dose independent rect. 2 15
5 61.02 precipitation 0.1 270 < th dose dependent rect. 2 15
8 61.29 precipitation 0.1 270 < th dose independent rect. 13 17
9 61.29 precipitation 0.1 270 < th dose dependent rect. 13 17
10 61.30 radiation 10.0 270 < th dose dependent rect. 16 10
11 61.41 radiation 1.0 90 < th dose dependent sin 13 NA
15 61.56 temperature 20.0 270 > th dose independent rect. 18 8
21 61.72 radiation 1.0 30 > th dose independent rect. 16 17
22 61.78 radiation 1.0 90 < th dose independent sin 13 NA
24 61.81 humidity 60.0 270 > th dose independent rect. 17 9
30 61.89 humidity 50.0 270 > th dose independent rect. 7 18
34 62.02 temperature 30.0 270 < th dose independent rect. 17 9
38 62.12 humidity 50.0 270 > th dose independent rect. 6 21
41 62.19 humidity 50.0 270 > th dose independent rect. 6 7
54 62.40 temperature 10.0 270 > th dose dependent rect. 19 17
56 62.45 atmosphere 995.0 270 > th dose independent rect. 17 9
60 62.51 temperature 10.0 270 > th dose independent rect. 17 9
64 62.51 temperature 10.0 270 > th dose independent rect. 2 15
65 62.51 atmosphere 1015.0 270 < th dose independent rect. 2 15
68 62.54 wind 9.0 270 < th dose independent rect. 17 9
72 62.63 radiation 1.0 30 > th dose independent rect. 14 19
76 62.71 wind 9.0 270 < th dose independent rect. 6 7
77 62.71 temperature 10.0 270 > th dose independent rect. 6 7
78 62.71 atmosphere 995.0 270 > th dose independent rect. 6 7
79 62.71 atmosphere 1015.0 270 < th dose independent rect. 6 7
80 62.71 temperature 10.0 270 > th dose independent rect. 13 17
83 62.74 precipitation 0.1 270 < th dose independent rect. 6 7
85 62.74 precipitation 0.1 270 < th dose dependent rect. 6 7
91 62.93 precipitation 0.1 270 < th dose independent rect. 1 6
92 62.93 precipitation 0.1 270 < th dose dependent rect. 1 6
94 62.94 wind 9.0 270 < th dose independent rect. 13 17
101 63.00 wind 9.0 270 < th dose independent rect. 2 15
115 63.15 atmosphere 1015.0 270 < th dose independent rect. 7 18
127 63.34 wind 7.0 270 < th dose independent rect. 1 6
140 63.42 radiation 10.0 270 < th dose dependent rect. 9 17
143 63.44 radiation 1.0 270 > th dose independent rect. 12 18
144 63.44 humidity 50.0 90 > th dose dependent rect. 18 9
152 63.47 temperature 20.0 90 > th dose independent rect. 8 19
156 63.50 precipitation 0.1 270 < th dose independent rect. 3 3
158 63.50 precipitation 0.1 270 < th dose dependent rect. 3 3
162 63.53 temperature 25.0 270 < th dose independent rect. 1 6
169 63.57 temperature 10.0 270 > th dose independent rect. 1 6
172 63.57 humidity 50.0 270 > th dose independent rect. 1 6
174 63.57 atmosphere 995.0 270 > th dose independent rect. 1 6
175 63.57 atmosphere 1015.0 270 < th dose independent rect. 1 6
176 63.57 radiation 40.0 270 < th dose independent rect. 1 6
179 63.57 temperature 10.0 270 > th dose independent rect. 7 18
182 63.59 atmosphere 995.0 270 > th dose independent rect. 7 18
194 63.69 precipitation 0.1 270 < th dose independent rect. 10 23
195 63.69 precipitation 0.1 270 < th dose dependent rect. 10 23
196 63.70 precipitation 0.1 270 < th dose independent rect. 17 9
197 63.70 precipitation 0.1 270 < th dose dependent rect. 17 9
201 63.72 wind 9.0 270 < th dose independent rect. 7 18
209 63.76 radiation 1.0 270 < th dose independent rect. 7 19
226 63.80 precipitation 0.1 90 < th dose independent rect. 3 6
227 63.80 precipitation 0.1 90 < th dose dependent rect. 3 6
234 63.87 temperature 30.0 90 < th dose independent rect. 3 6
238 63.87 wind 9.0 90 < th dose dependent rect. 3 6
250 63.91 wind 9.0 270 < th dose dependent rect. 1 6
252 63.96 atmosphere 1015.0 270 < th dose independent rect. 18 8
255 63.96 wind 9.0 270 < th dose dependent rect. 3 3
258 64.01 atmosphere 995.0 90 > th dose independent rect. 9 18
263 64.05 radiation 40.0 270 < th dose dependent rect. 1 6
266 64.06 radiation 30.0 90 < th dose independent rect. 3 6
271 64.07 temperature 10.0 43200 > th dose independent rect. 10 5
283 64.13 atmosphere 1015.0 90 < th dose independent rect. 9 18
294 64.16 temperature 25.0 270 < th dose independent rect. 3 2
297 64.16 radiation 1.0 90 < th dose dependent rect. 5 23
303 64.18 temperature 10.0 43200 > th dose independent rect. 10 7
305 64.18 humidity 50.0 270 > th dose dependent rect. 7 18
306 64.19 wind 7.0 270 < th dose independent rect. 3 3
322 64.22 wind 7.0 90 < th dose independent rect. 3 6
326 64.23 humidity 60.0 90 > th dose independent rect. 3 6
345 64.31 temperature 10.0 270 > th dose independent rect. 3 3
348 64.31 humidity 50.0 270 > th dose independent rect. 3 3
351 64.31 atmosphere 995.0 270 > th dose independent rect. 3 3
352 64.31 atmosphere 1015.0 270 < th dose independent rect. 3 3
353 64.31 radiation 20.0 270 < th dose independent rect. 3 3
356 64.31 temperature 10.0 270 > th dose independent rect. 6 21
360 64.33 temperature 10.0 90 > th dose independent rect. 3 6
363 64.33 atmosphere 995.0 90 > th dose independent rect. 3 6
364 64.33 atmosphere 1015.0 90 < th dose independent rect. 3 6
365 64.33 temperature 10.0 90 > th dose independent rect. 9 18
392 64.41 humidity 50.0 30 > th dose independent rect. 9 5
407 64.43 radiation 40.0 270 < th dose dependent rect. 3 3
408 64.43 humidity 50.0 270 > th dose dependent rect. 1 6
412 64.44 wind 9.0 90 < th dose independent rect. 9 18
416 64.46 radiation 1.0 270 > th dose independent rect. 6 7
449 64.50 wind 9.0 270 < th dose independent rect. 6 21
451 64.51 atmosphere 995.0 270 > th dose independent rect. 6 20
465 64.55 humidity 50.0 270 > th dose dependent rect. 3 3
471 64.56 radiation 40.0 90 < th dose independent rect. 15 17
472 64.56 precipitation 0.1 10 < th dose independent rect. 16 17
476 64.56 precipitation 0.1 10 < th dose dependent rect. 16 17
479 64.57 atmosphere 1015.0 270 < th dose independent rect. 6 20
480 64.58 precipitation 0.1 10 < th dose independent rect. 3 6
481 64.58 precipitation 0.1 10 < th dose dependent rect. 3 6
492 64.61 wind 3.0 270 > th dose independent rect. 12 6
506 64.65 precipitation 0.1 270 < th dose independent rect. 7 18
507 64.65 precipitation 0.1 270 < th dose dependent rect. 7 18
509 64.67 temperature 10.0 10 > th dose independent rect. 9 5
511 64.67 atmosphere 995.0 10 > th dose independent rect. 9 5
512 64.67 atmosphere 1015.0 10 < th dose independent rect. 9 5
513 64.67 precipitation 0.1 10 < th dose independent rect. 9 5
514 64.67 atmosphere 995.0 270 > th dose independent rect. 2 15
515 64.67 temperature 10.0 10 > th dose independent rect. 14 19
517 64.67 precipitation 0.1 10 < th dose dependent rect. 9 5
542 64.72 atmosphere 1015.0 270 < th dose independent rect. 19 17
544 64.72 radiation 1.0 30 > th dose independent rect. 12 21
573 64.79 humidity 50.0 270 > th dose independent rect. 19 17
581 64.82 atmosphere 995.0 10 > th dose independent rect. 9 7
596 64.85 wind 1.0 30 > th dose independent rect. 9 5
603 64.86 temperature 10.0 1440 > th dose independent rect. 10 5
613 64.86 temperature 10.0 1440 > th dose independent rect. 15 19
633 64.91 wind 1.0 90 > th dose independent rect. 8 7
645 64.95 radiation 1.0 30 > th dose independent rect. 9 5
649 64.96 wind 9.0 30 < th dose independent rect. 9 5
652 64.97 temperature 10.0 10 > th dose independent rect. 9 7
654 64.97 atmosphere 1015.0 10 < th dose independent rect. 9 7
655 64.97 precipitation 0.1 10 < th dose independent rect. 9 7
658 64.97 temperature 10.0 10 > th dose independent rect. 16 17
659 64.97 precipitation 0.1 10 < th dose dependent rect. 9 7
660 64.98 atmosphere 995.0 270 > th dose independent rect. 13 17
661 64.98 radiation 40.0 10 < th dose independent rect. 14 19
663 64.99 wind 9.0 10 < th dose independent rect. 16 17
666 64.99 wind 9.0 10 < th dose independent rect. 14 19
674 65.01 wind 1.0 270 > th dose independent rect. 6 7
675 65.01 precipitation 0.1 270 < th dose independent rect. 12 7
678 65.01 precipitation 0.1 270 < th dose dependent rect. 12 7
698 65.06 wind 9.0 10 < th dose independent rect. 9 7
700 65.06 atmosphere 1015.0 10 < th dose independent rect. 9 18
719 65.09 radiation 1.0 10 > th dose independent rect. 9 7
738 65.16 wind 7.0 10 < th dose independent rect. 3 6
743 65.18 atmosphere 995.0 10 > th dose independent rect. 9 18
749 65.19 precipitation 0.1 270 < th dose independent rect. 12 9
750 65.19 wind 9.0 270 < th dose dependent rect. 7 6
751 65.19 precipitation 0.1 270 < th dose dependent rect. 12 9
783 65.26 wind 1.0 270 > th dose independent rect. 13 17
789 65.27 temperature 10.0 270 > th dose dependent rect. 7 5
794 65.28 precipitation 0.1 90 < th dose independent rect. 9 18
797 65.28 precipitation 0.1 90 < th dose dependent rect. 9 18
852 65.33 temperature 10.0 270 > th dose independent rect. 12 7
854 65.33 atmosphere 1015.0 270 < th dose independent rect. 12 7
867 65.33 temperature 10.0 270 > th dose independent rect. 19 17
868 65.33 atmosphere 995.0 270 > th dose independent rect. 19 17
894 65.36 wind 9.0 270 < th dose independent rect. 19 17
899 65.37 radiation 40.0 10 < th dose independent rect. 16 17
906 65.38 wind 1.0 270 > th dose independent rect. 12 9
909 65.38 precipitation 0.1 10 < th dose independent rect. 9 18
910 65.38 precipitation 0.1 10 < th dose dependent rect. 9 18
933 65.41 temperature 30.0 270 < th dose independent rect. 7 19
942 65.43 humidity 50.0 270 > th dose independent rect. 21 15
951 65.45 atmosphere 1015.0 270 < th dose dependent rect. 3 2
960 65.47 wind 9.0 270 < th dose independent rect. 12 7
972 65.48 temperature 30.0 270 < th dose independent rect. 8 17