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Os02g0741900

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 : 12.3 (0.0151) R2 : 0.807
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.65 (0.0386) R2dC : 0.78 R2C : 0.76
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.293 (0.0318) R2dN8 : 0.0465 R2N8 : 0.0264
σ : 0.285
deviance : 37.12
__
_____
C
peak time of C : 16
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
28.15 0.249 12.3 0.173 1.66 0.522 -1.04 0.585 0.329 15.9 60 9171 -- --
28.57 0.249 12.3 0.161 1.67 0.503 -1.08 -- 0.334 15.9 61 9124 -- --
31.24 0.26 12.3 0.175 1.66 0.516 -- 0.64 0.318 16 59 9174 -- --
31.47 0.261 12.3 0.153 1.65 0.468 -- -- 0.352 16 66 8484 -- --
168.79 0.608 12.3 0.185 -- -0.669 -- 0.466 0.366 -- 61 14161 -- --
32.55 0.267 12.3 0.265 1.66 -- -1 -- 0.327 15.9 -- -- -- --
35.45 0.279 12.3 0.252 1.66 -- -- -- 0.321 16 -- -- -- --
144.73 0.563 12.3 0.213 -- -0.755 -- -- 0.3 -- 68 8390 -- --
32.03 0.264 12.3 -- 1.64 0.458 -- -- 0.338 16 65.97 8486 -- --
185.89 0.637 12.3 0.184 -- -- -- -- 0.277 -- -- -- -- --
37.12 0.285 12.3 -- 1.65 -- -- -- 0.293 16 -- -- -- --
145.92 0.564 12.3 -- -- -0.752 -- -- 0.277 -- 68 8390 -- --
186.78 0.638 12.3 -- -- -- -- -- 0.256 -- -- -- -- --

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 23.87 wind 9.0 270 < th dose independent rect. 6 10
2 23.91 radiation 40.0 270 < th dose dependent rect. 15 15
3 23.97 temperature 10.0 270 > th dose independent rect. 6 10
4 23.97 atmosphere 1015.0 270 < th dose independent rect. 6 10
5 23.97 temperature 10.0 270 > th dose independent rect. 16 14
6 23.97 radiation 40.0 270 < th dose independent rect. 16 14
7 23.99 precipitation 0.1 270 < th dose independent rect. 6 10
8 23.99 precipitation 0.1 270 < th dose dependent rect. 6 10
10 24.06 humidity 50.0 270 > th dose independent rect. 6 10
16 24.15 atmosphere 995.0 270 > th dose independent rect. 6 10
19 24.17 temperature 10.0 270 > th dose dependent rect. 3 3
20 24.17 temperature 10.0 270 > th dose dependent rect. 2 5
21 24.19 wind 9.0 270 < th dose independent rect. 16 14
27 24.36 precipitation 0.1 270 < th dose independent rect. 20 6
28 24.36 precipitation 0.1 270 < th dose dependent rect. 20 6
29 24.38 humidity 80.0 270 > th dose independent rect. 3 3
30 24.38 wind 7.0 270 < th dose independent rect. 20 6
31 24.39 humidity 80.0 270 > th dose independent rect. 2 5
34 24.40 precipitation 0.1 270 < th dose independent rect. 16 14
35 24.40 precipitation 0.1 270 < th dose dependent rect. 16 14
38 24.45 temperature 10.0 270 > th dose independent rect. 20 6
39 24.45 temperature 30.0 270 < th dose independent rect. 20 6
40 24.45 humidity 50.0 270 > th dose independent rect. 20 6
43 24.45 atmosphere 995.0 270 > th dose independent rect. 20 6
44 24.45 radiation 1.0 270 < th dose independent rect. 20 6
49 24.45 temperature 10.0 270 > th dose independent rect. 2 18
50 24.45 atmosphere 1015.0 270 < th dose independent rect. 2 18
51 24.45 wind 9.0 90 < th dose dependent rect. 3 6
52 24.45 radiation 1.0 270 < th dose dependent rect. 20 6
59 24.47 wind 9.0 270 < th dose dependent rect. 21 4
61 24.47 radiation 1.0 270 < th dose dependent rect. 3 16
62 24.49 precipitation 0.1 270 < th dose independent rect. 2 18
63 24.49 precipitation 0.1 270 < th dose dependent rect. 2 18
64 24.51 radiation 1.0 270 < th dose independent rect. 2 18
65 24.51 radiation 1.0 270 < th dose dependent rect. 2 18
70 24.56 wind 7.0 270 < th dose independent rect. 21 4
74 24.57 precipitation 0.1 270 < th dose independent rect. 21 4
75 24.57 atmosphere 995.0 270 > th dose independent rect. 16 14
76 24.57 precipitation 0.1 270 < th dose dependent rect. 21 4
77 24.59 temperature 10.0 30 > th dose dependent rect. 22 6
84 24.62 humidity 50.0 270 > th dose dependent rect. 2 5
86 24.63 humidity 60.0 270 > th dose dependent rect. 3 3
90 24.64 wind 5.0 90 < th dose independent rect. 3 6
91 24.64 wind 9.0 30 < th dose independent rect. 22 6
92 24.64 temperature 10.0 30 > th dose independent rect. 22 6
93 24.64 temperature 30.0 30 < th dose independent rect. 22 6
94 24.64 humidity 50.0 30 > th dose independent rect. 22 6
97 24.64 atmosphere 995.0 30 > th dose independent rect. 22 6
98 24.64 radiation 1.0 30 < th dose independent rect. 22 6
103 24.64 temperature 10.0 30 > th dose independent rect. 4 18
105 24.64 atmosphere 1015.0 30 < th dose independent rect. 4 18
108 24.64 radiation 1.0 30 < th dose dependent rect. 22 6
113 24.65 radiation 40.0 90 < th dose independent rect. 3 6
114 24.65 radiation 1.0 270 < th dose dependent rect. 21 4
115 24.66 temperature 10.0 270 > th dose independent rect. 21 4
116 24.66 temperature 30.0 270 < th dose independent rect. 21 4
117 24.66 humidity 50.0 270 > th dose independent rect. 21 4
120 24.66 atmosphere 995.0 270 > th dose independent rect. 21 4
121 24.66 radiation 1.0 270 < th dose independent rect. 21 4
126 24.66 temperature 10.0 270 > th dose independent rect. 1 20
133 24.67 wind 9.0 270 < th dose independent rect. 6 21
134 24.67 wind 9.0 270 < th dose dependent rect. 3 3
158 24.72 wind 9.0 270 < th dose dependent rect. 20 6
159 24.73 precipitation 0.1 270 < th dose independent rect. 3 3
160 24.73 precipitation 0.1 270 < th dose dependent rect. 3 3
162 24.74 precipitation 0.1 30 < th dose independent rect. 22 6
163 24.74 wind 9.0 90 < th dose independent rect. 9 18
167 24.74 precipitation 0.1 30 < th dose dependent rect. 22 6
169 24.75 wind 9.0 270 < th dose independent rect. 2 18
174 24.76 wind 9.0 270 < th dose independent rect. 7 19
181 24.77 precipitation 0.1 270 < th dose independent rect. 1 20
184 24.77 precipitation 0.1 270 < th dose dependent rect. 1 20
186 24.79 wind 5.0 270 < th dose independent rect. 3 3
187 24.79 humidity 60.0 90 > th dose independent rect. 3 6
188 24.79 precipitation 0.1 90 < th dose independent rect. 3 6
191 24.79 precipitation 0.1 90 < th dose dependent rect. 3 6
198 24.81 radiation 10.0 270 < th dose independent rect. 3 3
217 24.81 wind 9.0 30 < th dose dependent rect. 22 6
224 24.83 precipitation 0.1 270 < th dose independent rect. 7 19
225 24.83 precipitation 0.1 270 < th dose independent rect. 6 21
228 24.83 precipitation 0.1 270 < th dose dependent rect. 7 19
229 24.83 precipitation 0.1 270 < th dose dependent rect. 6 21
244 24.85 radiation 20.0 270 < th dose independent rect. 2 5
259 24.87 temperature 10.0 270 > th dose independent rect. 3 3
261 24.87 temperature 30.0 270 < th dose independent rect. 3 3
262 24.87 humidity 50.0 270 > th dose independent rect. 3 3
265 24.87 atmosphere 995.0 270 > th dose independent rect. 3 3
266 24.87 atmosphere 1015.0 270 < th dose independent rect. 3 3
272 24.87 wind 9.0 30 < th dose independent rect. 4 18
274 24.87 temperature 10.0 270 > th dose independent rect. 6 21
281 24.88 temperature 10.0 270 > th dose dependent rect. 21 4
296 24.89 precipitation 0.1 30 < th dose independent rect. 4 18
304 24.89 precipitation 0.1 30 < th dose dependent rect. 4 18
308 24.90 temperature 10.0 90 > th dose independent rect. 3 6
312 24.90 atmosphere 995.0 90 > th dose independent rect. 3 6
313 24.90 atmosphere 1015.0 90 < th dose independent rect. 3 6
314 24.90 radiation 40.0 270 < th dose independent rect. 1 8
315 24.90 temperature 10.0 90 > th dose independent rect. 9 18
316 24.90 atmosphere 1015.0 270 < th dose independent rect. 1 20
317 24.90 radiation 40.0 270 < th dose dependent rect. 3 3
320 24.91 precipitation 0.1 90 < th dose independent rect. 9 18
322 24.91 precipitation 0.1 90 < th dose dependent rect. 9 18
327 24.92 temperature 30.0 270 < th dose independent rect. 2 5
336 24.92 temperature 10.0 270 > th dose independent rect. 7 19
356 24.94 atmosphere 1015.0 30 < th dose independent rect. 22 6
361 24.95 temperature 10.0 270 > th dose dependent rect. 20 6
380 24.98 temperature 30.0 30 < th dose independent rect. 4 5
388 24.98 temperature 10.0 270 > th dose dependent rect. 4 1
390 24.99 atmosphere 1015.0 270 < th dose independent rect. 22 3
392 24.99 wind 9.0 270 < th dose independent rect. 1 20
402 25.01 atmosphere 995.0 270 > th dose independent rect. 2 18
412 25.02 humidity 50.0 270 > th dose dependent rect. 1 8
438 25.04 humidity 50.0 270 > th dose dependent rect. 21 4
449 25.06 atmosphere 995.0 30 > th dose independent rect. 4 18
476 25.10 atmosphere 1015.0 270 < th dose independent rect. 20 6
495 25.11 wind 9.0 270 < th dose independent rect. 9 16
499 25.11 humidity 50.0 30 > th dose dependent rect. 22 6
522 25.15 radiation 1.0 270 > th dose independent rect. 6 10
523 25.15 precipitation 0.1 270 < th dose independent rect. 9 16
525 25.15 precipitation 0.1 270 < th dose dependent rect. 9 16
554 25.17 precipitation 0.1 270 < th dose independent rect. 1 8
563 25.17 precipitation 0.1 270 < th dose dependent rect. 1 8
569 25.18 wind 7.0 270 < th dose independent rect. 1 8
607 25.22 wind 1.0 270 > th dose independent rect. 6 9
644 25.29 temperature 10.0 270 > th dose independent rect. 1 8
646 25.29 humidity 50.0 270 > th dose independent rect. 1 8
648 25.29 atmosphere 995.0 270 > th dose independent rect. 1 8
649 25.29 atmosphere 1015.0 270 < th dose independent rect. 1 8
650 25.29 temperature 10.0 270 > th dose independent rect. 9 16
655 25.30 humidity 50.0 270 > th dose dependent rect. 20 6
673 25.35 atmosphere 995.0 270 > th dose independent rect. 1 20
727 25.39 atmosphere 995.0 30 > th dose dependent rect. 4 5
734 25.40 temperature 30.0 270 < th dose independent rect. 1 8
777 25.44 atmosphere 995.0 30 > th dose independent rect. 9 19
779 25.44 radiation 40.0 270 < th dose dependent rect. 2 7
793 25.47 temperature 10.0 1440 > th dose independent rect. 23 6
796 25.47 temperature 30.0 1440 < th dose independent rect. 23 6
800 25.47 humidity 50.0 1440 > th dose independent rect. 23 6
809 25.47 atmosphere 995.0 1440 > th dose independent rect. 23 6
810 25.47 radiation 20.0 1440 < th dose independent rect. 23 6
822 25.47 temperature 10.0 1440 > th dose independent rect. 5 18
851 25.51 atmosphere 1015.0 90 < th dose independent rect. 9 18
859 25.52 atmosphere 995.0 270 > th dose independent rect. 7 19
878 25.53 wind 9.0 30 < th dose dependent rect. 9 19
929 25.59 wind 1.0 270 > th dose independent rect. 21 4
947 25.61 atmosphere 995.0 270 > th dose dependent rect. 22 3
997 25.65 wind 1.0 270 > th dose independent rect. 20 6