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Os11g0265900

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

Description : Disease resistance protein family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.74 (0.0258) R2 : 0.836
β1 : 0.887 (0.0944) R2dD : 0.033 R2D : -0.0117
β2 : 2.99 (0.0651) R2dC : 0.763 R2C : 0.719
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.804 (0.0551) R2dN8 : 0.103 R2N8 : 0.0468
σ : 0.485
deviance : 107.17
__
_____
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 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
91.78 0.45 8.75 0.995 2.95 -0.0129 -2.02 -3.73 0.828 15.6 93.29 302 -- --
102.77 0.476 8.74 0.915 2.97 -0.106 -1.23 -- 0.799 15.6 93.29 302 -- --
100.93 0.468 8.75 0.968 2.99 0.061 -- -2.74 0.841 15.7 93.86 375 -- --
106.29 0.48 8.76 0.933 2.98 -0.255 -- -- 0.745 15.6 93.33 1974 -- --
324.73 0.844 8.78 0.839 -- -2.12 -- 0.333 0.54 -- 70.89 166 -- --
102.94 0.476 8.74 0.906 3 -- -1.18 -- 0.811 15.6 -- -- -- --
107.17 0.485 8.74 0.887 2.99 -- -- -- 0.804 15.7 -- -- -- --
282.92 0.783 8.77 0.893 -- -2.43 -- -- 0.604 -- 65.93 150 -- --
105.37 0.478 8.81 -- 2.99 -0.793 -- -- 0.551 15.7 95 47182 -- --
604.54 1.15 8.74 0.762 -- -- -- -- 0.724 -- -- -- -- --
127.9 0.529 8.77 -- 2.98 -- -- -- 0.705 15.7 -- -- -- --
303.25 0.811 8.79 -- -- -2.44 -- -- 0.508 -- 65.36 150 -- --
619.85 1.16 8.76 -- -- -- -- -- 0.64 -- -- -- -- --

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 80.37 humidity 50.0 270 > th dose independent rect. 16 14
2 81.32 radiation 30.0 270 < th dose dependent rect. 15 15
4 81.55 temperature 20.0 10 > th dose independent rect. 23 5
12 82.08 radiation 20.0 270 < th dose independent rect. 15 15
15 82.14 temperature 30.0 270 < th dose independent rect. 16 14
18 82.80 temperature 20.0 270 > th dose independent rect. 22 3
23 82.99 temperature 10.0 270 > th dose dependent rect. 22 3
27 83.05 humidity 50.0 270 > th dose independent rect. 2 18
29 83.26 humidity 50.0 270 > th dose independent rect. 1 20
30 83.27 temperature 30.0 270 < th dose independent rect. 15 5
31 83.27 temperature 10.0 90 > th dose dependent rect. 22 6
33 83.43 temperature 20.0 270 > th dose independent rect. 23 1
42 83.70 temperature 10.0 270 > th dose dependent rect. 23 1
51 83.84 radiation 1.0 270 < th dose dependent rect. 3 17
52 83.88 radiation 1.0 270 < th dose independent rect. 3 17
62 84.18 temperature 30.0 90 < th dose independent rect. 3 19
63 84.25 humidity 60.0 270 > th dose independent rect. 15 5
82 84.70 temperature 10.0 270 > th dose independent rect. 6 10
83 84.70 atmosphere 1015.0 270 < th dose independent rect. 6 10
84 84.70 temperature 10.0 270 > th dose independent rect. 16 14
87 84.71 humidity 50.0 270 > th dose dependent rect. 22 3
89 84.75 humidity 70.0 90 > th dose dependent rect. 23 4
90 84.77 precipitation 0.1 270 < th dose independent rect. 6 10
91 84.77 precipitation 0.1 270 < th dose dependent rect. 6 10
109 85.03 wind 9.0 270 < th dose independent rect. 6 10
120 85.17 atmosphere 995.0 270 > th dose independent rect. 6 10
126 85.29 precipitation 0.1 270 < th dose independent rect. 22 3
127 85.29 precipitation 0.1 270 < th dose dependent rect. 22 3
129 85.34 temperature 10.0 270 > th dose independent rect. 22 3
130 85.34 temperature 30.0 270 < th dose independent rect. 22 3
131 85.34 humidity 50.0 270 > th dose independent rect. 22 3
134 85.34 atmosphere 995.0 270 > th dose independent rect. 22 3
135 85.34 radiation 1.0 270 < th dose independent rect. 22 3
142 85.34 temperature 10.0 270 > th dose independent rect. 1 21
143 85.34 radiation 1.0 270 < th dose dependent rect. 22 3
148 85.35 wind 9.0 270 < th dose independent rect. 22 3
162 85.56 atmosphere 995.0 270 > th dose independent rect. 16 14
163 85.59 wind 1.0 270 > th dose independent rect. 16 14
166 85.62 temperature 15.0 270 > th dose independent rect. 2 19
169 85.67 radiation 20.0 270 < th dose dependent rect. 15 5
171 85.68 wind 1.0 270 > th dose independent rect. 6 10
172 85.69 wind 9.0 270 < th dose independent rect. 16 14
181 85.80 wind 9.0 30 < th dose dependent rect. 22 6
186 85.89 humidity 50.0 270 > th dose dependent rect. 15 5
190 85.91 precipitation 0.1 270 < th dose independent rect. 21 5
192 85.91 precipitation 0.1 270 < th dose dependent rect. 21 5
204 86.00 temperature 10.0 270 > th dose independent rect. 21 5
205 86.00 temperature 30.0 270 < th dose independent rect. 21 5
206 86.00 humidity 50.0 270 > th dose independent rect. 21 5
209 86.00 atmosphere 995.0 270 > th dose independent rect. 21 5
210 86.00 radiation 1.0 270 < th dose independent rect. 21 5
216 86.00 wind 9.0 270 < th dose dependent rect. 22 3
218 86.00 radiation 1.0 270 < th dose dependent rect. 21 5
226 86.03 wind 9.0 270 < th dose independent rect. 21 5
246 86.21 atmosphere 1015.0 270 < th dose independent rect. 22 3
259 86.27 radiation 1.0 270 < th dose independent rect. 16 3
273 86.28 atmosphere 1015.0 90 < th dose independent rect. 3 19
322 86.34 radiation 20.0 270 < th dose independent rect. 15 5
333 86.42 precipitation 0.1 270 < th dose independent rect. 16 14
334 86.42 wind 9.0 270 < th dose dependent rect. 23 1
335 86.42 precipitation 0.1 270 < th dose dependent rect. 16 14
336 86.43 wind 9.0 270 < th dose independent rect. 1 21
339 86.45 humidity 50.0 270 > th dose dependent rect. 23 1
378 86.54 wind 9.0 90 < th dose independent rect. 3 19
386 86.60 radiation 30.0 270 < th dose independent rect. 14 7
424 86.76 precipitation 0.1 270 < th dose independent rect. 1 21
428 86.76 precipitation 0.1 270 < th dose dependent rect. 1 21
442 86.82 atmosphere 1015.0 90 < th dose independent rect. 22 5
506 86.90 humidity 80.0 270 > th dose independent rect. 23 1
526 86.92 wind 1.0 270 > th dose independent rect. 22 3
538 86.97 precipitation 0.1 270 < th dose independent rect. 23 1
542 86.97 precipitation 0.1 270 < th dose independent rect. 2 19
543 86.97 precipitation 0.1 270 < th dose dependent rect. 23 1
545 86.97 precipitation 0.1 270 < th dose dependent rect. 2 19
547 86.99 wind 9.0 270 < th dose independent rect. 23 1
548 86.99 temperature 10.0 270 > th dose independent rect. 23 1
549 86.99 temperature 30.0 270 < th dose independent rect. 23 1
550 86.99 humidity 50.0 270 > th dose independent rect. 23 1
553 86.99 atmosphere 995.0 270 > th dose independent rect. 23 1
554 86.99 radiation 1.0 270 < th dose independent rect. 23 1
560 86.99 temperature 10.0 270 > th dose independent rect. 24 23
561 86.99 radiation 1.0 270 < th dose dependent rect. 23 1
590 87.11 radiation 20.0 43200 < th dose dependent rect. 23 5
593 87.12 atmosphere 995.0 90 > th dose independent rect. 3 19
614 87.22 radiation 1.0 90 > th dose independent sin 22 NA
626 87.27 radiation 1.0 270 < th dose dependent sin 1 NA
635 87.29 atmosphere 995.0 270 > th dose independent rect. 1 21
641 87.31 precipitation 0.1 10 < th dose independent rect. 4 18
642 87.31 precipitation 0.1 10 < th dose dependent rect. 4 18
645 87.33 temperature 10.0 90 > th dose dependent rect. 9 18
699 87.49 atmosphere 1015.0 270 < th dose independent rect. 23 1
764 87.62 temperature 30.0 90 < th dose dependent rect. 17 4
773 87.66 wind 9.0 90 < th dose dependent rect. 3 19
840 87.78 humidity 50.0 90 > th dose dependent rect. 3 19
910 87.89 humidity 50.0 270 > th dose independent rect. 21 18
918 87.93 radiation 1.0 270 < th dose independent sin 1 NA
925 87.93 atmosphere 995.0 270 > th dose independent rect. 21 18
933 87.96 temperature 10.0 270 > th dose independent rect. 15 6
937 87.96 temperature 10.0 270 > th dose independent rect. 21 18
959 88.05 temperature 10.0 270 > th dose dependent rect. 9 16
981 88.07 wind 1.0 270 > th dose independent rect. 15 6
983 88.07 precipitation 0.1 270 < th dose independent rect. 21 18
985 88.07 precipitation 0.1 270 < th dose dependent rect. 21 18
990 88.10 humidity 70.0 10 > th dose independent rect. 16 6