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Os01g0666500

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 : 9.09 (0.0182) R2 : 0.58
β1 : -- (--) R2dD : -- R2D : --
β2 : 1.18 (0.047) R2dC : 0.582 R2C : 0.579
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0325 (0.0383) R2dN8 : 0.000853 R2N8 : -0.00126
σ : 0.344
deviance : 53.93
__
_____
C
peak time of C : 4.46
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
44.17 0.312 9.1 -0.263 1.07 0.567 -0.61 -0.18 -0.0397 3.58 71.32 795 -- --
44.09 0.309 9.1 -0.286 1.1 0.56 -0.603 -- -0.0405 3.54 73.07 846 -- --
45.17 0.313 9.09 -0.271 1.12 0.545 -- 0.0108 -0.0272 3.57 73.9 878 -- --
45.1 0.313 9.09 -0.274 1.15 0.516 -- -- -0.0334 3.65 73.71 917 -- --
71.73 0.394 9.1 -0.291 -- 0.868 -- -0.251 -0.00322 -- 80 353 -- --
50.08 0.332 9.1 -0.345 1.19 -- -0.542 -- -0.0733 4.45 -- -- -- --
50.88 0.334 9.1 -0.341 1.19 -- -- -- -0.0704 4.46 -- -- -- --
70.35 0.391 9.1 -0.23 -- 0.985 -- -- 0.00385 -- 74 404 -- --
47.05 0.319 9.09 -- 1.15 0.558 -- -- -0.000457 3.59 73.45 917 -- --
126.21 0.525 9.1 -0.294 -- -- -- -- -0.0391 -- -- -- -- --
53.93 0.344 9.09 -- 1.18 -- -- -- -0.0325 4.46 -- -- -- --
71.9 0.395 9.09 -- -- 0.981 -- -- 0.0375 -- 74.2 396 -- --
128.5 0.529 9.1 -- -- -- -- -- -0.00643 -- -- -- -- --

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 42.14 humidity 70.0 720 > th dose independent rect. 15 14
2 42.19 humidity 70.0 720 > th dose independent rect. 15 5
7 42.39 humidity 50.0 720 > th dose dependent rect. 17 2
9 42.41 humidity 70.0 720 > th dose independent rect. 17 3
29 42.91 temperature 25.0 270 > th dose independent rect. 24 5
31 42.93 temperature 20.0 10 > th dose independent rect. 19 10
32 42.98 radiation 10.0 720 < th dose independent rect. 14 15
35 43.03 humidity 70.0 720 > th dose independent rect. 10 18
38 43.07 temperature 25.0 30 < th dose independent rect. 4 1
39 43.07 humidity 70.0 720 > th dose independent rect. 10 10
40 43.09 humidity 90.0 30 > th dose independent rect. 4 1
41 43.09 humidity 70.0 720 < th dose independent rect. 13 19
42 43.12 radiation 10.0 720 < th dose independent rect. 14 5
46 43.16 humidity 70.0 720 < th dose independent rect. 13 7
58 43.18 humidity 70.0 720 > th dose independent sin 16 NA
63 43.22 wind 7.0 1440 < th dose independent rect. 5 1
65 43.22 temperature 10.0 1440 > th dose independent rect. 5 1
68 43.22 temperature 30.0 1440 < th dose independent rect. 5 1
72 43.22 humidity 50.0 1440 > th dose independent rect. 5 1
81 43.22 atmosphere 995.0 1440 > th dose independent rect. 5 1
82 43.22 atmosphere 1015.0 1440 < th dose independent rect. 5 1
83 43.22 radiation 20.0 1440 < th dose independent rect. 5 1
92 43.22 temperature 10.0 1440 > th dose independent rect. 6 23
103 43.27 wind 1.0 10 > th dose dependent rect. 4 1
108 43.31 atmosphere 1010.0 30 < th dose dependent rect. 4 1
113 43.35 humidity 70.0 720 > th dose independent rect. 24 20
120 43.39 temperature 25.0 90 > th dose independent rect. 2 3
168 43.53 wind 3.0 30 < th dose dependent rect. 4 1
170 43.55 humidity 70.0 720 < th dose independent sin 16 NA
190 43.72 humidity 80.0 30 > th dose dependent rect. 4 1
217 43.84 temperature 25.0 90 > th dose dependent rect. 2 3
219 43.84 radiation 40.0 720 < th dose dependent rect. 14 15
232 43.85 temperature 30.0 30 < th dose dependent rect. 4 1
246 43.90 temperature 25.0 270 > th dose independent rect. 1 1
266 43.96 humidity 60.0 720 > th dose independent rect. 17 18
270 43.98 precipitation 0.1 30 < th dose independent rect. 4 1
272 43.98 precipitation 0.1 30 < th dose dependent rect. 4 1
276 44.01 humidity 70.0 720 > th dose independent rect. 14 21
278 44.02 atmosphere 1000.0 30 > th dose independent rect. 4 1
282 44.03 wind 9.0 30 < th dose independent rect. 4 1
283 44.03 temperature 10.0 30 > th dose independent rect. 4 1
286 44.03 humidity 50.0 30 > th dose independent rect. 4 1
291 44.03 atmosphere 1010.0 30 < th dose independent rect. 4 1
293 44.03 radiation 1.0 30 < th dose independent rect. 4 1
299 44.03 temperature 10.0 30 > th dose independent rect. 5 23
300 44.03 radiation 10.0 30 < th dose dependent rect. 4 1
308 44.04 radiation 10.0 720 < th dose dependent rect. 14 5
309 44.05 temperature 20.0 10 > th dose independent rect. 24 5
312 44.05 radiation 10.0 720 < th dose dependent rect. 15 12
313 44.06 wind 3.0 30 < th dose independent rect. 4 1
329 44.09 radiation 10.0 720 < th dose dependent rect. 14 14
332 44.10 temperature 25.0 90 > th dose dependent rect. 4 1
337 44.11 temperature 10.0 30 > th dose dependent rect. 4 1
352 44.15 temperature 20.0 10 > th dose dependent rect. 2 3
371 44.21 atmosphere 995.0 30 > th dose dependent rect. 4 1
374 44.22 humidity 90.0 10 < th dose independent rect. 4 1
380 44.23 temperature 20.0 10 > th dose independent rect. 10 19
382 44.23 radiation 10.0 720 < th dose dependent rect. 17 1
428 44.30 wind 1.0 10 > th dose independent rect. 4 1
445 44.34 humidity 70.0 720 > th dose independent rect. 10 23
485 44.38 humidity 80.0 720 < th dose dependent rect. 18 13
522 44.46 humidity 70.0 720 > th dose independent no NA NA
529 44.46 radiation 10.0 720 < th dose dependent rect. 17 10
534 44.47 humidity 80.0 720 < th dose dependent rect. 18 8
594 44.57 temperature 15.0 10 > th dose dependent rect. 24 5
605 44.60 radiation 10.0 720 < th dose independent sin 14 NA
636 44.64 humidity 70.0 720 < th dose independent rect. 17 23
637 44.64 radiation 1.0 720 > th dose dependent rect. 14 1
644 44.66 humidity 70.0 720 < th dose independent rect. 14 1
665 44.68 temperature 25.0 270 > th dose independent rect. 24 8
675 44.69 temperature 10.0 10 > th dose dependent rect. 19 10
694 44.73 humidity 80.0 720 < th dose dependent sin 13 NA
720 44.77 humidity 70.0 720 > th dose dependent rect. 8 13
736 44.80 humidity 70.0 720 < th dose independent no NA NA
738 44.80 humidity 70.0 720 < th dose independent rect. 6 14
821 44.83 radiation 10.0 720 < th dose independent rect. 17 1
837 44.84 radiation 30.0 720 < th dose independent rect. 14 15
854 44.87 temperature 25.0 1440 > th dose independent rect. 24 1
861 44.88 atmosphere 995.0 10 > th dose independent rect. 5 23
869 44.89 temperature 20.0 10 > th dose independent rect. 21 8
872 44.89 humidity 90.0 90 < th dose dependent rect. 4 1
877 44.89 humidity 90.0 720 < th dose dependent rect. 12 11
920 44.93 radiation 10.0 720 < th dose dependent sin 15 NA
938 44.96 humidity 70.0 1440 > th dose independent rect. 11 1
939 44.96 radiation 10.0 720 > th dose independent rect. 14 1
948 44.96 radiation 40.0 720 < th dose dependent rect. 11 8
960 44.97 humidity 80.0 720 < th dose dependent rect. 14 17
966 44.98 temperature 20.0 10 > th dose independent rect. 12 17
967 44.98 radiation 40.0 720 < th dose dependent sin 14 NA