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Os07g0576600

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 : 9.48 (0.0321) R2 : 0.709
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 2.24 (0.07) R2dE : 0.672 R2E : 0.677
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.487 (0.0675) R2dN8 : 0.0318 R2N8 : 0.0367
σ : 0.602
deviance : 167.19
__
_____
C
peak time of C : --
E
wheather : radiation
threshold : 7.04
memory length : 59
response mode : < th
dose dependency : dose independent
G
type of G : sin
peak or start time of G : 3.54
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 = sin)

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
145.94 0.568 9.51 -0.0117 1.51 1.4 -1.59 3.09 -0.486 0.917 0.25 115 23.4 --
157.82 0.585 9.51 -0.0107 1.49 1.38 -0.0234 -- -0.496 1.08 0.3497 115 0.115 --
152.2 0.575 9.49 0.0111 1.65 1.43 -- 2.28 -0.515 0.889 0.12 123 22.6 --
157.8 0.585 9.52 -0.0116 1.49 1.38 -- -- -0.497 1.06 0.3484 115 0.134 --
173.21 0.613 9.54 -0.157 -- 2.38 -- -0.063 -0.585 -- 0.34 130 2.71 --
188.78 0.644 9.52 0.00124 2.46 -- 0.37 -- -0.559 1.98 -- -- -- --
189.3 0.644 9.52 -0.00979 2.46 -- -- -- -0.561 1.97 -- -- -- --
168.07 0.604 9.48 -0.239 -- 2.31 -- -- -0.525 -- 7.01 64 3.46 --
157.77 0.585 9.51 -- 1.47 1.39 -- -- -0.507 1.05 0.34 115 0.164 --
552.97 1.1 9.49 0.092 -- -- -- -- -0.503 -- -- -- -- --
189.3 0.644 9.52 -- 2.46 -- -- -- -0.56 1.97 -- -- -- --
167.19 0.602 9.48 -- -- 2.24 -- -- -0.487 -- 7.04 59 3.54 --
553.19 1.1 9.5 -- -- -- -- -- -0.514 -- -- -- -- --

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
1 134.53 humidity 60.0 14400 > th dose independent rect. 3 4
2 134.90 humidity 60.0 14400 > th dose independent rect. 1 6
13 148.66 temperature 20.0 270 > th dose independent rect. 5 3
14 148.91 humidity 60.0 14400 > th dose independent rect. 21 10
15 149.01 radiation 1.0 90 < th dose dependent sin 5 NA
19 150.17 humidity 50.0 10 > th dose dependent rect. 6 20
20 150.53 wind 5.0 270 < th dose independent rect. 23 6
23 150.85 wind 5.0 10 < th dose independent rect. 24 6
24 150.90 temperature 15.0 270 > th dose dependent rect. 5 3
25 150.93 wind 7.0 10 < th dose dependent rect. 24 6
27 151.02 radiation 20.0 14400 < th dose independent rect. 3 3
29 151.32 wind 5.0 10 < th dose independent rect. 2 4
32 151.71 radiation 1.0 90 < th dose independent sin 6 NA
34 151.85 radiation 20.0 10 < th dose dependent rect. 2 4
35 151.88 wind 5.0 270 < th dose independent rect. 1 2
36 151.91 wind 9.0 10 < th dose dependent rect. 2 4
41 152.06 wind 7.0 90 < th dose independent rect. 15 14
54 152.45 radiation 10.0 10 < th dose independent rect. 2 4
56 152.53 wind 9.0 270 < th dose dependent rect. 23 6
57 152.56 atmosphere 1015.0 1440 < th dose independent rect. 3 4
63 152.68 precipitation 0.1 10 < th dose independent rect. 2 4
64 152.68 precipitation 0.1 10 < th dose dependent rect. 2 4
66 152.71 wind 9.0 1440 < th dose independent rect. 1 6
67 152.72 radiation 10.0 10 < th dose independent rect. 24 6
70 152.77 temperature 15.0 10 > th dose independent rect. 6 20
71 152.78 wind 9.0 90 < th dose dependent rect. 15 14
73 152.80 wind 9.0 10 < th dose independent rect. 6 20
77 152.82 temperature 10.0 10 > th dose independent rect. 2 4
79 152.82 temperature 30.0 10 < th dose independent rect. 2 4
80 152.82 humidity 50.0 10 > th dose independent rect. 2 4
83 152.82 atmosphere 995.0 10 > th dose independent rect. 2 4
84 152.82 atmosphere 1010.0 10 < th dose independent rect. 2 4
92 152.93 radiation 40.0 10 < th dose dependent rect. 24 6
94 152.98 temperature 15.0 90 > th dose dependent rect. 5 6
97 153.04 humidity 70.0 1440 > th dose independent rect. 3 4
98 153.05 temperature 15.0 10 > th dose independent rect. 6 18
100 153.08 temperature 15.0 10 > th dose independent rect. 24 6
103 153.09 temperature 30.0 10 < th dose independent rect. 24 6
104 153.09 humidity 50.0 10 > th dose independent rect. 24 6
107 153.09 atmosphere 995.0 10 > th dose independent rect. 24 6
114 153.12 wind 9.0 10 < th dose independent rect. 6 18
115 153.12 wind 9.0 270 < th dose dependent rect. 1 2
120 153.24 precipitation 0.1 10 < th dose independent rect. 24 6
121 153.24 precipitation 0.1 10 < th dose dependent rect. 24 6
124 153.29 atmosphere 995.0 10 > th dose independent rect. 6 20
125 153.30 atmosphere 1010.0 10 < th dose independent rect. 24 6
129 153.36 precipitation 0.1 270 < th dose independent rect. 23 6
130 153.36 precipitation 0.1 270 < th dose dependent rect. 23 6
149 153.54 radiation 30.0 1440 < th dose independent rect. 3 4
152 153.58 atmosphere 995.0 10 > th dose dependent rect. 2 4
153 153.62 temperature 20.0 270 > th dose independent rect. 5 18
154 153.62 atmosphere 995.0 10 > th dose independent rect. 6 18
156 153.66 humidity 70.0 1440 > th dose independent rect. 1 6
166 153.76 radiation 1.0 270 < th dose dependent rect. 23 6
167 153.77 temperature 15.0 270 > th dose independent rect. 23 6
168 153.78 wind 9.0 270 < th dose independent rect. 5 18
175 153.84 wind 9.0 1440 < th dose independent rect. 3 4
176 153.84 temperature 10.0 1440 > th dose independent rect. 3 4
179 153.84 temperature 30.0 1440 < th dose independent rect. 3 4
183 153.84 humidity 50.0 1440 > th dose independent rect. 3 4
188 153.84 atmosphere 995.0 1440 > th dose independent rect. 3 4
193 153.84 temperature 10.0 1440 > th dose independent rect. 7 20
198 153.85 radiation 1.0 270 < th dose independent rect. 23 6
203 153.86 temperature 30.0 270 < th dose independent rect. 23 6
204 153.86 humidity 50.0 270 > th dose independent rect. 23 6
207 153.86 atmosphere 995.0 270 > th dose independent rect. 23 6
211 153.86 temperature 10.0 270 > th dose independent rect. 5 18
212 153.86 temperature 15.0 270 > th dose independent rect. 3 22
215 153.92 radiation 20.0 14400 < th dose independent rect. 1 5
230 153.97 wind 9.0 270 < th dose independent rect. 3 22
235 154.01 precipitation 0.1 270 < th dose independent rect. 1 2
236 154.01 precipitation 0.1 270 < th dose dependent rect. 1 2
242 154.11 temperature 10.0 10 > th dose dependent rect. 2 4
243 154.13 temperature 10.0 270 > th dose independent rect. 1 2
245 154.13 temperature 30.0 270 < th dose independent rect. 1 2
246 154.13 humidity 50.0 270 > th dose independent rect. 1 2
249 154.13 atmosphere 995.0 270 > th dose independent rect. 1 2
250 154.13 atmosphere 1010.0 270 < th dose independent rect. 1 2
252 154.13 radiation 1.0 270 < th dose independent rect. 1 2
257 154.13 radiation 30.0 1440 < th dose independent rect. 1 6
259 154.13 radiation 1.0 270 < th dose dependent rect. 1 2
264 154.16 humidity 50.0 10 > th dose dependent rect. 2 4
274 154.34 atmosphere 1000.0 10 > th dose dependent rect. 24 6
277 154.36 temperature 10.0 10 > th dose dependent rect. 24 6
282 154.44 temperature 10.0 90 > th dose dependent rect. 5 10
283 154.47 temperature 10.0 1440 > th dose independent rect. 1 6
286 154.47 temperature 30.0 1440 < th dose independent rect. 1 6
290 154.47 humidity 50.0 1440 > th dose independent rect. 1 6
295 154.47 atmosphere 995.0 1440 > th dose independent rect. 1 6
300 154.47 temperature 10.0 1440 > th dose independent rect. 7 18
303 154.51 humidity 80.0 270 > th dose independent rect. 6 1
304 154.52 precipitation 0.1 10 < th dose independent rect. 6 18
305 154.52 precipitation 0.1 10 < th dose dependent rect. 6 18
310 154.57 atmosphere 995.0 270 > th dose independent rect. 5 18
315 154.64 wind 1.0 270 > th dose independent rect. 1 2
319 154.65 temperature 20.0 90 > th dose independent rect. 5 6
320 154.65 precipitation 0.1 270 < th dose independent rect. 7 23
325 154.65 precipitation 0.1 270 < th dose dependent rect. 7 23
336 154.69 temperature 10.0 10 > th dose dependent rect. 6 5
338 154.71 atmosphere 1010.0 270 < th dose independent rect. 23 6
339 154.71 precipitation 0.1 10 < th dose independent rect. 6 20
341 154.71 precipitation 0.1 10 < th dose dependent rect. 6 20
345 154.76 temperature 10.0 270 > th dose dependent rect. 1 2
350 154.80 humidity 50.0 10 > th dose dependent rect. 6 18
365 155.06 atmosphere 1015.0 10 < th dose independent rect. 6 18
369 155.10 wind 1.0 270 > th dose independent rect. 24 4
370 155.11 atmosphere 1005.0 10 > th dose independent rect. 24 6
380 155.20 humidity 50.0 10 > th dose dependent rect. 24 6
386 155.27 temperature 20.0 10 > th dose independent rect. 6 5
396 155.40 radiation 1.0 90 < th dose dependent rect. 3 13
399 155.42 wind 7.0 4320 < th dose independent rect. 15 4
400 155.42 temperature 10.0 270 > th dose dependent rect. 23 6
414 155.57 humidity 70.0 270 > th dose dependent rect. 5 2
419 155.61 precipitation 0.1 30 < th dose independent rect. 11 19
420 155.61 precipitation 0.1 30 < th dose dependent rect. 11 19
423 155.65 humidity 50.0 10 > th dose dependent rect. 6 5
424 155.67 humidity 50.0 270 > th dose dependent rect. 1 2
432 155.74 wind 7.0 4320 > th dose independent rect. 15 4
436 155.80 temperature 20.0 720 > th dose independent rect. 21 10
455 155.91 humidity 50.0 10 > th dose independent rect. 6 20
470 155.99 atmosphere 1015.0 10 < th dose independent rect. 6 20
471 156.00 humidity 60.0 30 > th dose independent rect. 6 5
478 156.04 atmosphere 1015.0 270 < th dose independent rect. 5 18
489 156.14 wind 1.0 10 > th dose independent rect. 6 5
506 156.22 wind 5.0 4320 > th dose dependent rect. 18 1
524 156.30 radiation 20.0 270 < th dose independent rect. 6 1
531 156.34 temperature 10.0 10 > th dose independent rect. 6 5
534 156.34 atmosphere 995.0 10 > th dose independent rect. 6 5
535 156.34 atmosphere 1015.0 10 < th dose independent rect. 6 5
536 156.34 temperature 10.0 10 > th dose independent rect. 11 19
539 156.36 precipitation 0.1 10 < th dose independent rect. 6 5
541 156.36 precipitation 0.1 10 < th dose dependent rect. 6 5
548 156.38 radiation 1.0 1440 < th dose independent rect. 11 1
551 156.38 radiation 1.0 1440 < th dose dependent rect. 11 1
556 156.42 radiation 1.0 10 < th dose dependent rect. 6 20
561 156.44 radiation 1.0 270 < th dose dependent rect. 23 17
562 156.45 wind 9.0 10 < th dose independent rect. 6 5
585 156.49 radiation 1.0 270 > th dose independent rect. 8 10
669 156.64 radiation 1.0 10 < th dose dependent rect. 11 15
673 156.65 wind 7.0 4320 < th dose independent rect. 17 1
674 156.65 precipitation 0.1 90 < th dose independent rect. 3 2
677 156.65 precipitation 0.1 90 < th dose independent rect. 15 14
678 156.65 precipitation 0.1 90 < th dose dependent rect. 3 2
681 156.65 precipitation 0.1 90 < th dose dependent rect. 15 14
690 156.69 atmosphere 1005.0 10 > th dose independent rect. 2 4
691 156.70 radiation 1.0 1440 > th dose independent rect. 12 1
702 156.74 temperature 10.0 270 > th dose dependent rect. 24 4
714 156.77 radiation 1.0 10 < th dose dependent rect. 13 13
755 156.85 temperature 10.0 1440 > th dose independent rect. 7 5
758 156.85 atmosphere 995.0 1440 > th dose independent rect. 7 5
760 156.85 temperature 10.0 1440 > th dose independent rect. 12 19
786 156.98 humidity 60.0 14400 < th dose independent rect. 6 1
788 156.98 humidity 60.0 14400 < th dose independent rect. 20 1
790 156.98 radiation 20.0 14400 > th dose independent rect. 17 1
842 156.98 humidity 60.0 14400 < th dose dependent rect. 6 1
844 156.98 humidity 60.0 14400 < th dose dependent rect. 20 1
846 156.98 radiation 20.0 14400 > th dose dependent rect. 17 1
935 157.03 wind 9.0 90 < th dose independent rect. 5 10
950 157.07 radiation 30.0 270 < th dose independent rect. 15 9
968 157.11 wind 5.0 4320 > th dose independent rect. 18 1
972 157.12 radiation 1.0 90 < th dose independent rect. 1 15
974 157.12 humidity 50.0 10 > th dose independent rect. 6 18
986 157.16 radiation 1.0 10 > th dose independent rect. 6 5
990 157.17 radiation 1.0 1440 < th dose independent rect. 9 4
994 157.17 radiation 1.0 1440 < th dose dependent rect. 9 4
997 157.18 radiation 40.0 270 < th dose dependent rect. 15 9