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Os03g0261900

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 : 11.2 (0.0204) R2 : 0.586
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.3 (0.0517) R2dC : 0.575 R2C : 0.576
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.125 (0.043) R2dN8 : 0.00984 R2N8 : 0.0109
σ : 0.385
deviance : 67.89
__
_____
C
peak time of C : 15.6
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 dependent, 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
47.89 0.325 11.3 -0.498 1.05 -0.754 0.303 1.05 -0.191 17.2 43.75 10 -- --
51.59 0.335 11.3 -0.537 1.05 -0.754 0.105 -- -0.193 17.2 44.37 10 -- --
48.11 0.323 11.3 -0.501 1.06 -0.744 -- 1.01 -0.19 17.2 43.9 10 -- --
51.05 0.333 11.3 -0.513 1.02 -0.908 -- -- -0.21 17 66.98 49 -- --
65.25 0.376 11.2 -0.351 -- -1.16 -- 0.733 -0.0488 -- 10 400 -- --
60.41 0.364 11.3 -0.506 1.29 -- -0.426 -- -0.179 15.6 -- -- -- --
60.96 0.366 11.3 -0.513 1.29 -- -- -- -0.182 15.6 -- -- -- --
64.06 0.373 11.2 -0.56 -- -1.22 -- -- -0.181 -- 6.171 456 -- --
57.9 0.354 11.3 -- 1.04 -0.91 -- -- -0.151 17.1 73.19 52 -- --
153.68 0.579 11.3 -0.567 -- -- -- -- -0.216 -- -- -- -- --
67.89 0.385 11.2 -- 1.3 -- -- -- -0.125 15.6 -- -- -- --
70.72 0.392 11.3 -- -- -1.23 -- -- -0.192 -- 10 431 -- --
162.16 0.594 11.2 -- -- -- -- -- -0.153 -- -- -- -- --

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 44.07 radiation 20.0 270 < th dose dependent rect. 1 12
2 44.10 radiation 10.0 270 < th dose independent rect. 1 9
3 44.13 radiation 30.0 90 < th dose independent rect. 3 8
4 44.15 radiation 30.0 270 < th dose dependent rect. 1 8
8 44.23 radiation 40.0 90 < th dose dependent rect. 3 8
12 44.37 radiation 20.0 270 < th dose independent rect. 1 7
21 44.61 wind 5.0 270 < th dose independent rect. 1 6
24 44.68 radiation 30.0 90 < th dose independent rect. 3 6
25 44.70 radiation 10.0 270 < th dose independent rect. 1 12
39 45.02 precipitation 0.1 90 < th dose independent rect. 3 6
40 45.02 precipitation 0.1 90 < th dose dependent rect. 3 6
43 45.05 atmosphere 1010.0 90 < th dose independent rect. 3 6
48 45.08 wind 5.0 90 < th dose independent rect. 3 6
49 45.10 wind 9.0 90 < th dose independent rect. 9 18
53 45.16 temperature 15.0 270 > th dose independent rect. 6 8
57 45.18 radiation 40.0 270 < th dose independent rect. 14 16
59 45.19 precipitation 0.1 270 < th dose independent rect. 1 7
61 45.19 precipitation 0.1 270 < th dose dependent rect. 1 7
63 45.23 radiation 20.0 90 < th dose independent rect. 3 19
64 45.24 radiation 40.0 90 < th dose independent rect. 3 18
65 45.25 atmosphere 1010.0 270 < th dose independent rect. 1 7
71 45.29 humidity 70.0 90 > th dose independent rect. 3 6
73 45.29 radiation 40.0 10 < th dose dependent rect. 4 18
74 45.30 temperature 30.0 90 < th dose independent rect. 3 6
76 45.30 radiation 40.0 270 < th dose independent rect. 11 20
81 45.32 precipitation 0.1 270 < th dose independent rect. 14 16
82 45.32 precipitation 0.1 270 < th dose dependent rect. 14 16
84 45.35 humidity 70.0 270 > th dose independent rect. 1 7
95 45.44 wind 9.0 90 < th dose dependent rect. 3 6
96 45.44 radiation 40.0 90 < th dose dependent rect. 3 10
98 45.45 temperature 10.0 90 > th dose independent rect. 3 6
101 45.45 atmosphere 995.0 90 > th dose independent rect. 3 6
103 45.45 temperature 10.0 90 > th dose independent rect. 9 18
107 45.48 wind 9.0 270 < th dose independent rect. 6 8
115 45.55 radiation 20.0 270 < th dose dependent sin 6 NA
117 45.56 wind 9.0 270 < th dose independent rect. 21 15
124 45.61 wind 1.0 270 > th dose independent rect. 12 9
133 45.65 precipitation 0.1 270 < th dose independent rect. 6 8
135 45.65 precipitation 0.1 270 < th dose dependent rect. 6 8
137 45.66 temperature 10.0 270 > th dose independent rect. 1 7
139 45.66 temperature 30.0 270 < th dose independent rect. 1 7
140 45.66 humidity 50.0 270 > th dose independent rect. 1 7
142 45.66 atmosphere 995.0 270 > th dose independent rect. 1 7
151 45.67 radiation 10.0 270 < th dose dependent sin 4 NA
158 45.72 radiation 10.0 270 < th dose independent rect. 1 16
169 45.73 atmosphere 995.0 270 > th dose independent rect. 6 8
170 45.73 atmosphere 1015.0 270 < th dose independent rect. 6 8
172 45.73 temperature 10.0 270 > th dose independent rect. 14 16
188 45.79 radiation 40.0 90 < th dose dependent rect. 3 12
191 45.81 radiation 1.0 270 > th dose independent rect. 6 8
204 45.86 precipitation 0.1 10 < th dose independent rect. 3 6
205 45.86 precipitation 0.1 270 < th dose independent rect. 12 9
206 45.86 precipitation 0.1 10 < th dose dependent rect. 3 6
207 45.86 precipitation 0.1 270 < th dose dependent rect. 12 9
208 45.87 temperature 10.0 270 > th dose independent rect. 12 9
209 45.87 temperature 10.0 270 > th dose independent rect. 21 15
210 45.87 atmosphere 995.0 270 > th dose independent rect. 21 15
212 45.88 atmosphere 1015.0 270 < th dose independent rect. 12 9
218 45.90 wind 9.0 270 < th dose independent rect. 14 16
232 45.95 radiation 40.0 90 < th dose dependent rect. 3 19
242 45.99 radiation 1.0 10 > th dose dependent rect. 8 8
254 46.05 wind 9.0 270 < th dose dependent rect. 1 6
260 46.09 wind 5.0 10 < th dose independent rect. 3 6
276 46.11 radiation 30.0 10 < th dose independent rect. 3 7
280 46.12 radiation 1.0 10 > th dose dependent rect. 8 11
297 46.14 wind 5.0 270 < th dose independent rect. 3 2
302 46.14 radiation 40.0 90 < th dose dependent rect. 15 18
307 46.16 radiation 40.0 90 < th dose dependent rect. 3 14
327 46.21 humidity 50.0 270 > th dose independent rect. 21 15
328 46.22 precipitation 0.1 270 < th dose independent rect. 3 2
331 46.22 precipitation 0.1 90 < th dose independent rect. 9 18
332 46.22 precipitation 0.1 270 < th dose dependent rect. 3 2
333 46.22 precipitation 0.1 90 < th dose dependent rect. 9 18
336 46.24 precipitation 0.1 270 < th dose independent rect. 21 15
338 46.24 precipitation 0.1 270 < th dose dependent rect. 21 15
340 46.25 radiation 40.0 270 < th dose independent rect. 11 9
353 46.28 wind 9.0 270 < th dose independent rect. 12 9
372 46.29 wind 9.0 10 < th dose dependent rect. 3 6
384 46.33 atmosphere 995.0 270 > th dose independent rect. 14 16
418 46.40 wind 9.0 10 < th dose independent rect. 9 18
442 46.46 atmosphere 995.0 270 > th dose independent rect. 12 9
457 46.51 radiation 30.0 270 < th dose independent rect. 1 16
458 46.51 wind 9.0 270 < th dose independent rect. 5 22
467 46.53 radiation 20.0 90 < th dose independent rect. 15 18
476 46.55 radiation 20.0 90 < th dose independent rect. 13 22
484 46.56 radiation 40.0 90 < th dose dependent rect. 13 22
485 46.57 humidity 50.0 270 > th dose independent rect. 6 8
522 46.61 radiation 10.0 270 < th dose independent sin 6 NA
527 46.61 atmosphere 1015.0 90 < th dose dependent rect. 3 6
531 46.62 temperature 10.0 10 > th dose independent rect. 3 6
533 46.62 temperature 30.0 10 < th dose independent rect. 3 6
534 46.62 humidity 50.0 10 > th dose independent rect. 3 6
536 46.62 atmosphere 995.0 10 > th dose independent rect. 3 6
537 46.62 atmosphere 1015.0 10 < th dose independent rect. 3 6
538 46.62 temperature 10.0 10 > th dose independent rect. 9 18
572 46.66 radiation 40.0 90 < th dose dependent rect. 13 20
576 46.68 humidity 50.0 270 > th dose independent rect. 14 16
591 46.70 radiation 20.0 90 < th dose independent rect. 15 20
599 46.73 wind 1.0 270 > th dose independent rect. 1 7
603 46.74 radiation 40.0 90 < th dose dependent rect. 11 23
612 46.76 humidity 70.0 90 > th dose independent rect. 3 8
692 46.86 temperature 10.0 270 > th dose independent rect. 3 2
694 46.86 temperature 30.0 270 < th dose independent rect. 3 2
695 46.86 humidity 50.0 270 > th dose independent rect. 3 2
698 46.86 atmosphere 995.0 270 > th dose independent rect. 3 2
699 46.86 atmosphere 1010.0 270 < th dose independent rect. 3 2
701 46.86 radiation 20.0 270 < th dose independent rect. 3 2
714 46.86 temperature 10.0 270 > th dose independent rect. 5 22
719 46.87 atmosphere 995.0 90 > th dose independent rect. 9 18
720 46.87 radiation 40.0 270 < th dose dependent rect. 3 2
722 46.88 radiation 20.0 270 < th dose dependent rect. 3 2
724 46.88 radiation 40.0 10 < th dose dependent rect. 4 16
726 46.89 radiation 1.0 270 < th dose independent rect. 3 2
744 46.91 precipitation 0.1 10 < th dose independent rect. 9 18
745 46.91 radiation 10.0 270 < th dose independent rect. 24 22
749 46.91 precipitation 0.1 10 < th dose dependent rect. 9 18
751 46.92 wind 9.0 270 < th dose dependent rect. 3 2
774 46.97 humidity 50.0 90 > th dose dependent rect. 3 6
785 46.99 radiation 40.0 10 < th dose dependent rect. 3 7
798 47.02 temperature 10.0 270 > th dose dependent rect. 1 7
819 47.06 radiation 1.0 270 > th dose dependent rect. 6 7
834 47.08 radiation 40.0 10 < th dose dependent rect. 3 9
854 47.12 radiation 1.0 10 > th dose dependent sin 1 NA
877 47.14 precipitation 0.1 10 < th dose independent rect. 16 17
879 47.14 precipitation 0.1 10 < th dose dependent rect. 16 17
880 47.14 radiation 40.0 10 < th dose dependent rect. 3 23
885 47.15 radiation 1.0 90 > th dose dependent sin 2 NA
961 47.21 wind 1.0 270 > th dose independent rect. 7 6
986 47.25 humidity 50.0 90 > th dose dependent rect. 3 8
992 47.26 precipitation 0.1 270 < th dose independent rect. 2 15
993 47.26 wind 9.0 270 < th dose dependent rect. 7 7
995 47.26 precipitation 0.1 270 < th dose dependent rect. 2 15