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Os05g0542700

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 : 9.46 (0.0259) R2 : 0.62
β1 : 0.942 (0.0957) R2dD : 0.0869 R2D : 0.00869
β2 : 1.33 (0.0612) R2dC : 0.397 R2C : 0.395
β3 : 0.804 (0.0812) R2dE : 0.0876 R2E : 0.0242
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.625 (0.056) R2dN8 : 0.145 R2N8 : 0.0478
σ : 0.481
deviance : 106.76
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C
peak time of C : 0.558
E
wheather : humidity
threshold : 71
memory length : 1490
response mode : > th
dose dependency : dose independent
G
type of G : no
peak or start time of G : --
open length of G : --

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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
106.18 0.484 9.47 0.898 1.34 0.786 -0.354 0.223 0.613 0.59 70.51 1490 -- --
106.27 0.48 9.46 0.931 1.33 0.802 -0.34 -- 0.623 0.579 70.88 1493 -- --
106.7 0.481 9.47 0.916 1.33 0.798 -- 0.172 0.619 0.566 70.87 1490 -- --
106.76 0.481 9.46 0.942 1.33 0.804 -- -- 0.625 0.558 71 1490 -- --
176.05 0.621 9.46 0.901 -- 0.835 -- -0.303 0.55 -- 74 1635 -- --
128.86 0.532 9.49 0.758 1.36 -- -0.509 -- 0.513 0.608 -- -- -- --
129.95 0.534 9.49 0.778 1.37 -- -- -- 0.516 0.565 -- -- -- --
176.59 0.622 9.46 0.892 -- 0.833 -- -- 0.547 -- 73.63 1634 -- --
130.09 0.531 9.46 -- 1.35 0.75 -- -- 0.608 0.633 74.93 1439 -- --
246.8 0.734 9.46 0.825 -- -- -- -- 0.539 -- -- -- -- --
145.89 0.565 9.51 -- 1.38 -- -- -- 0.429 0.593 -- -- -- --
194.79 0.652 9.48 -- -- 0.809 -- -- 0.449 -- 75.96 1650 -- --
264.78 0.76 9.48 -- -- -- -- -- 0.448 -- -- -- -- --

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
1 100.33 wind 3.0 43200 < th dose dependent rect. 1 5
2 100.64 wind 5.0 43200 < th dose dependent rect. 23 7
23 102.20 wind 1.0 43200 > th dose dependent rect. 23 8
24 102.21 humidity 70.0 1440 > th dose independent rect. 11 1
31 102.32 humidity 70.0 1440 > th dose independent rect. 10 3
36 102.44 precipitation 0.1 14400 > th dose independent rect. 12 4
41 102.51 precipitation 0.1 14400 < th dose independent rect. 13 3
42 102.51 precipitation 0.1 14400 < th dose dependent rect. 13 3
55 102.80 humidity 70.0 1440 < th dose independent rect. 11 1
63 102.93 humidity 70.0 1440 > th dose independent rect. 19 18
71 103.10 humidity 70.0 1440 < th dose independent rect. 10 3
118 103.75 humidity 70.0 1440 < th dose independent rect. 19 18
127 103.83 wind 1.0 43200 > th dose dependent rect. 5 1
128 103.83 wind 9.0 43200 < th dose dependent rect. 5 1
129 103.83 precipitation 0.1 14400 > th dose dependent rect. 9 7
139 103.96 wind 3.0 43200 > th dose independent rect. 5 1
143 103.98 humidity 70.0 1440 > th dose independent rect. 2 11
145 103.99 humidity 80.0 1440 < th dose independent rect. 4 11
146 104.00 humidity 70.0 1440 > th dose independent rect. 4 9
150 104.01 humidity 70.0 1440 > th dose independent rect. 6 7
153 104.01 wind 1.0 43200 > th dose dependent rect. 4 3
159 104.03 humidity 70.0 1440 > th dose independent rect. 22 15
172 104.05 precipitation 0.1 14400 > th dose dependent rect. 12 4
196 104.18 wind 3.0 43200 < th dose independent rect. 23 10
203 104.23 humidity 80.0 1440 < th dose independent sin 3 NA
211 104.27 wind 3.0 43200 < th dose independent rect. 24 6
231 104.44 wind 3.0 43200 < th dose independent rect. 5 1
243 104.51 humidity 80.0 1440 > th dose independent sin 3 NA
251 104.54 wind 3.0 43200 > th dose independent rect. 23 10
257 104.57 wind 1.0 43200 > th dose independent rect. 23 6
264 104.59 precipitation 0.1 14400 > th dose independent rect. 13 1
280 104.69 precipitation 0.1 14400 < th dose independent rect. 13 1
281 104.69 precipitation 0.1 14400 < th dose dependent rect. 13 1
287 104.73 humidity 70.0 1440 > th dose independent sin 5 NA
356 104.93 wind 3.0 43200 < th dose independent rect. 3 5
363 104.96 precipitation 0.1 14400 > th dose dependent rect. 13 1
376 104.99 precipitation 0.1 14400 > th dose independent rect. 17 1
436 105.21 wind 3.0 43200 > th dose independent rect. 4 5
453 105.25 precipitation 0.1 14400 < th dose independent rect. 17 1
455 105.25 precipitation 0.1 14400 < th dose dependent rect. 17 1
549 105.65 precipitation 0.1 14400 > th dose independent rect. 19 1
553 105.65 humidity 80.0 1440 < th dose dependent sin 8 NA
567 105.70 precipitation 0.1 14400 < th dose independent rect. 19 1
569 105.70 precipitation 0.1 14400 < th dose dependent rect. 19 1
573 105.71 wind 9.0 14400 > th dose dependent rect. 10 1
591 105.74 humidity 80.0 1440 < th dose dependent rect. 20 17
597 105.77 wind 3.0 43200 < th dose independent rect. 7 1
626 105.89 wind 3.0 43200 > th dose independent rect. 7 1
703 106.11 wind 9.0 14400 > th dose dependent rect. 6 5
719 106.19 wind 1.0 43200 > th dose independent rect. 1 1
721 106.19 humidity 60.0 1440 > th dose dependent rect. 3 12
722 106.20 wind 9.0 14400 < th dose independent rect. 10 1
754 106.28 humidity 90.0 1440 < th dose dependent rect. 2 12
784 106.36 humidity 80.0 14400 > th dose independent rect. 14 2
787 106.36 humidity 70.0 1440 > th dose independent rect. 2 19
788 106.36 humidity 70.0 1440 > th dose independent rect. 2 21
791 106.37 humidity 70.0 1440 > th dose independent rect. 4 17
810 106.38 humidity 70.0 1440 > th dose independent rect. 6 14
827 106.38 humidity 70.0 1440 > th dose independent rect. 8 23
830 106.39 humidity 70.0 1440 > th dose independent no NA NA
831 106.39 humidity 70.0 1440 > th dose independent rect. 8 13
837 106.39 humidity 70.0 1440 > th dose independent rect. 6 21
843 106.39 humidity 70.0 1440 > th dose independent rect. 22 22
891 106.41 wind 5.0 43200 < th dose dependent sin 8 NA
910 106.44 humidity 70.0 1440 < th dose independent rect. 9 23
934 106.50 humidity 70.0 1440 < th dose independent rect. 9 11
959 106.54 wind 9.0 14400 > th dose independent rect. 7 4
962 106.55 humidity 70.0 1440 < th dose independent no NA NA
963 106.55 humidity 70.0 1440 < th dose independent rect. 6 14