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Os01g0551900

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

Description : WD40-like domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 9.46 (0.0186) R2 : 0.0186
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.115 (0.0392) R2dN8 : 0.024 R2N8 : 0.0186
σ : 0.351
deviance : 56.44
__
_____
C
peak time of C : --
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 = temperature, 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
25.26 0.236 9.31 1.87 0.338 -0.728 -0.751 4.63 0.437 3.3 25.9 1106 -- --
29.48 0.253 9.41 1.1 0.333 -0.431 -0.593 -- 0.334 4.34 14.69 10441 -- --
26.96 0.242 9.31 1.84 0.34 -0.709 -- 4.35 0.42 3.61 26.11 1131 -- --
30.46 0.257 9.39 1.14 0.328 -0.446 -- -- 0.38 4.34 11.72 16886 -- --
30.91 0.259 9.3 1.91 -- -0.669 -- 4.25 0.491 -- 25.09 1868 -- --
32.38 0.267 9.44 0.793 0.323 -- -0.654 -- 0.193 4.31 -- -- -- --
33.54 0.271 9.43 0.8 0.321 -- -- -- 0.197 4.5 -- -- -- --
36.12 0.28 9.39 1.15 -- -0.444 -- -- 0.39 -- 10.9 16314 -- --
41.46 0.3 9.49 -- 0.319 0.481 -- -- -0.0358 4.58 2.785 47520 -- --
39.04 0.292 9.44 0.812 -- -- -- -- 0.205 -- -- -- -- --
50.4 0.332 9.45 -- 0.336 -- -- -- 0.108 4.45 -- -- -- --
40.96 0.298 9.5 -- -- 0.541 -- -- 0.0294 -- 34.81 47424 -- --
56.44 0.351 9.46 -- -- -- -- -- 0.115 -- -- -- -- --

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 24.83 wind 3.0 43200 > th dose independent rect. 12 1
2 25.00 wind 3.0 43200 < th dose independent rect. 12 1
3 25.02 wind 5.0 43200 < th dose dependent rect. 12 1
5 25.08 wind 9.0 14400 > th dose dependent rect. 10 1
8 25.24 humidity 80.0 43200 > th dose independent rect. 4 2
15 25.30 wind 3.0 43200 < th dose dependent rect. 23 5
18 25.34 wind 3.0 43200 < th dose dependent rect. 8 5
19 25.40 humidity 80.0 43200 < th dose independent rect. 3 2
20 25.41 wind 3.0 43200 < th dose dependent rect. 23 14
21 25.41 wind 3.0 43200 < th dose dependent rect. 20 17
24 25.43 humidity 80.0 43200 < th dose independent rect. 3 4
32 25.46 humidity 80.0 43200 < th dose independent rect. 24 8
35 25.47 humidity 80.0 43200 < th dose independent rect. 2 6
40 25.48 wind 3.0 43200 < th dose dependent rect. 21 8
48 25.54 wind 9.0 14400 > th dose independent rect. 9 2
82 25.62 wind 3.0 43200 < th dose independent rect. 8 6
87 25.64 wind 9.0 14400 < th dose independent rect. 10 1
93 25.65 humidity 80.0 14400 > th dose independent rect. 14 1
107 25.70 humidity 80.0 43200 < th dose independent rect. 24 1
113 25.72 wind 3.0 43200 < th dose dependent sin 8 NA
120 25.73 temperature 25.0 720 > th dose dependent rect. 16 18
123 25.74 wind 1.0 43200 > th dose dependent rect. 12 1
125 25.75 humidity 80.0 14400 < th dose independent rect. 14 1
128 25.75 wind 3.0 43200 < th dose independent rect. 3 14
132 25.76 wind 9.0 14400 < th dose independent rect. 8 3
140 25.78 wind 3.0 43200 < th dose independent rect. 6 8
153 25.80 wind 3.0 43200 > th dose independent rect. 3 14
154 25.80 humidity 80.0 43200 < th dose dependent rect. 22 9
155 25.81 temperature 25.0 1440 < th dose independent rect. 20 3
156 25.81 temperature 25.0 1440 < th dose independent rect. 17 7
165 25.82 wind 3.0 43200 < th dose independent rect. 5 10
176 25.83 humidity 80.0 43200 < th dose dependent rect. 24 1
177 25.83 temperature 25.0 720 > th dose dependent rect. 16 3
180 25.83 wind 3.0 43200 < th dose dependent rect. 4 9
184 25.84 wind 3.0 43200 < th dose independent sin 2 NA
205 25.86 wind 3.0 43200 > th dose independent rect. 9 5
208 25.86 wind 3.0 43200 < th dose independent rect. 24 17
214 25.86 wind 3.0 43200 < th dose dependent rect. 3 11
219 25.87 humidity 80.0 43200 < th dose dependent rect. 5 1
239 25.89 wind 3.0 43200 > th dose independent rect. 5 11
257 25.91 wind 3.0 43200 > th dose independent sin 2 NA
278 25.93 wind 1.0 43200 > th dose independent rect. 24 2
279 25.93 temperature 25.0 1440 > th dose independent rect. 20 3
283 25.93 temperature 20.0 1440 > th dose dependent rect. 21 2
308 25.96 temperature 25.0 1440 > th dose independent rect. 17 7
310 25.96 temperature 25.0 720 > th dose dependent sin 16 NA
317 25.96 wind 5.0 43200 < th dose dependent rect. 3 14
351 25.99 temperature 20.0 10 > th dose dependent rect. 16 13
405 26.04 temperature 20.0 1440 > th dose dependent rect. 20 9
421 26.06 wind 1.0 43200 < th dose independent rect. 24 2
434 26.06 temperature 20.0 1440 > th dose dependent rect. 20 7
452 26.07 humidity 80.0 43200 > th dose independent rect. 20 11
470 26.08 temperature 20.0 1440 > th dose dependent rect. 17 12
505 26.12 atmosphere 1005.0 43200 < th dose independent rect. 6 1
556 26.15 atmosphere 1005.0 43200 > th dose independent rect. 6 1
614 26.19 temperature 20.0 1440 > th dose dependent sin 12 NA
622 26.20 wind 1.0 43200 > th dose independent rect. 19 1
633 26.20 atmosphere 1010.0 43200 < th dose dependent rect. 6 6
655 26.21 atmosphere 1015.0 43200 < th dose dependent rect. 9 1
661 26.21 atmosphere 1010.0 43200 < th dose dependent rect. 6 4
679 26.22 atmosphere 1005.0 43200 < th dose independent rect. 11 1
688 26.22 atmosphere 1010.0 43200 < th dose dependent rect. 6 1
714 26.23 wind 3.0 43200 < th dose independent rect. 16 22
749 26.24 precipitation 0.1 43200 > th dose dependent rect. 19 1
792 26.25 wind 1.0 43200 > th dose dependent rect. 5 12
901 26.29 atmosphere 1005.0 43200 > th dose independent rect. 10 2
923 26.29 temperature 25.0 720 > th dose dependent rect. 11 13
942 26.30 atmosphere 1010.0 43200 < th dose dependent sin 3 NA
980 26.31 temperature 20.0 30 > th dose dependent sin 13 NA