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Os09g0135100

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 : 7.22 (0.0271) R2 : 0.199
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : 0.863 (0.0823) R2dE : 0.196 R2E : 0.175
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.188 (0.0574) R2dN8 : 0.0246 R2N8 : 0.00283
σ : 0.508
deviance : 119.03
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C
peak time of C : --
E
wheather : temperature
threshold : 28.82
memory length : 1823
response mode : < th
dose dependency : dose independent
G
type of G : no
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 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
108.91 0.49 7.17 0.599 0.368 0.942 0.45 -1.22 0.3 7.59 28.8 1704 -- --
109.52 0.487 7.2 0.305 0.409 0.835 0.385 -- 0.218 7.4 28.89 1710 -- --
109.45 0.487 7.17 0.585 0.372 0.933 -- -1.13 0.292 7.36 28.9 1704 -- --
109.9 0.488 7.21 0.314 0.398 0.825 -- -- 0.217 7.23 28.9 1704 -- --
115.82 0.501 7.17 0.686 -- 1.06 -- -1.42 0.337 -- 28.7 1803 -- --
135.64 0.546 7.23 0.0336 0.465 -- 0.423 -- 0.106 7.33 -- -- -- --
136.09 0.546 7.23 0.042 0.468 -- -- -- 0.105 7.14 -- -- -- --
116.59 0.503 7.21 0.313 -- 0.921 -- -- 0.229 -- 28.86 1811 -- --
111.99 0.493 7.21 -- 0.403 0.78 -- -- 0.179 7.19 28.8 1704 -- --
147.65 0.568 7.24 0.0508 -- -- -- -- 0.113 -- -- -- -- --
136.14 0.546 7.23 -- 0.468 -- -- -- 0.1 7.13 -- -- -- --
119.03 0.508 7.22 -- -- 0.863 -- -- 0.188 -- 28.82 1823 -- --
147.72 0.567 7.24 -- -- -- -- -- 0.108 -- -- -- -- --

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
1 106.80 humidity 80.0 43200 > th dose dependent rect. 12 1
2 107.26 humidity 70.0 43200 > th dose dependent rect. 1 18
4 107.41 humidity 70.0 43200 > th dose dependent rect. 9 17
15 107.75 humidity 70.0 43200 > th dose dependent sin 18 NA
23 107.89 humidity 70.0 43200 > th dose dependent rect. 2 14
32 108.19 humidity 70.0 43200 > th dose dependent sin 3 NA
39 108.45 humidity 80.0 43200 > th dose dependent rect. 21 1
44 108.50 humidity 70.0 43200 > th dose dependent rect. 5 20
59 108.67 humidity 80.0 43200 > th dose independent rect. 4 11
62 108.70 humidity 80.0 43200 > th dose independent rect. 3 14
63 108.71 temperature 25.0 14400 > th dose dependent rect. 18 2
65 108.72 humidity 80.0 43200 > th dose independent sin 2 NA
68 108.74 humidity 80.0 43200 > th dose dependent rect. 20 3
77 108.91 humidity 80.0 43200 > th dose independent rect. 12 1
80 108.94 temperature 25.0 14400 > th dose dependent rect. 17 12
89 109.01 wind 7.0 43200 > th dose dependent rect. 5 8
96 109.04 temperature 30.0 14400 < th dose independent rect. 17 1
105 109.09 temperature 30.0 14400 > th dose independent rect. 17 1
106 109.09 radiation 10.0 43200 > th dose independent rect. 10 1
113 109.10 temperature 25.0 14400 > th dose dependent rect. 13 17
121 109.13 temperature 25.0 14400 > th dose dependent sin 14 NA
126 109.14 temperature 30.0 14400 < th dose independent rect. 17 8
136 109.15 temperature 25.0 14400 > th dose dependent rect. 13 8
141 109.16 temperature 30.0 14400 < th dose independent rect. 15 10
145 109.16 temperature 25.0 14400 > th dose dependent rect. 13 10
150 109.17 wind 3.0 43200 < th dose independent rect. 2 2
152 109.17 temperature 30.0 14400 < th dose independent rect. 15 8
169 109.18 temperature 30.0 14400 < th dose independent sin 14 NA
184 109.19 temperature 30.0 14400 < th dose independent rect. 15 4
199 109.20 temperature 30.0 14400 < th dose independent rect. 17 15
200 109.20 humidity 80.0 43200 > th dose independent rect. 2 16
215 109.22 temperature 25.0 14400 < th dose independent rect. 7 1
216 109.22 temperature 30.0 14400 > th dose independent rect. 15 3
250 109.25 temperature 25.0 14400 > th dose dependent rect. 13 1
265 109.27 temperature 25.0 14400 > th dose independent rect. 1 10
267 109.27 humidity 80.0 43200 > th dose dependent sin 15 NA
268 109.27 wind 7.0 43200 > th dose dependent rect. 9 4
314 109.30 temperature 25.0 14400 > th dose independent rect. 1 12
326 109.30 humidity 80.0 43200 > th dose dependent rect. 12 21
327 109.31 temperature 30.0 14400 > th dose independent sin 14 NA
376 109.33 humidity 80.0 43200 > th dose dependent rect. 14 13
399 109.36 wind 7.0 43200 > th dose independent rect. 5 8
417 109.37 temperature 25.0 14400 > th dose dependent rect. 16 22
458 109.40 temperature 25.0 14400 > th dose dependent rect. 22 23
459 109.41 temperature 25.0 14400 > th dose independent rect. 7 1
475 109.41 temperature 25.0 14400 > th dose dependent no NA NA
477 109.41 temperature 25.0 14400 > th dose dependent rect. 1 20
490 109.42 humidity 70.0 14400 > th dose independent rect. 18 1
491 109.42 humidity 70.0 14400 < th dose independent rect. 18 1
493 109.42 humidity 80.0 43200 < th dose independent rect. 3 14
578 109.46 temperature 25.0 14400 > th dose dependent rect. 19 23
597 109.48 wind 3.0 43200 > th dose independent rect. 3 1
602 109.49 humidity 80.0 43200 < th dose independent sin 2 NA
603 109.49 temperature 25.0 14400 < th dose independent rect. 3 8
636 109.52 temperature 25.0 14400 > th dose independent sin 6 NA
662 109.54 wind 7.0 43200 > th dose independent rect. 10 2
664 109.54 temperature 25.0 14400 < th dose independent rect. 1 12
682 109.56 wind 3.0 43200 > th dose independent rect. 2 3
719 109.59 temperature 25.0 14400 < th dose independent rect. 4 5
722 109.59 temperature 25.0 14400 > th dose independent rect. 19 19
723 109.59 humidity 80.0 43200 > th dose independent rect. 2 19
742 109.61 humidity 80.0 43200 < th dose independent rect. 4 12
747 109.62 humidity 90.0 43200 < th dose independent rect. 2 7
757 109.63 precipitation 0.1 43200 < th dose independent rect. 19 2
764 109.63 precipitation 0.1 43200 < th dose dependent rect. 19 2
771 109.64 temperature 30.0 14400 < th dose independent rect. 14 1
777 109.64 wind 3.0 43200 > th dose dependent rect. 5 2
834 109.70 wind 7.0 43200 < th dose independent rect. 11 1
837 109.70 temperature 25.0 14400 > th dose independent rect. 17 21
878 109.73 humidity 90.0 43200 < th dose independent rect. 10 1
890 109.74 precipitation 0.1 43200 > th dose independent rect. 19 2
910 109.75 humidity 80.0 43200 > th dose dependent rect. 20 20
922 109.77 temperature 25.0 14400 < th dose independent sin 5 NA
934 109.78 wind 9.0 43200 > th dose independent rect. 19 17
949 109.79 wind 7.0 43200 > th dose dependent rect. 23 15
967 109.81 wind 7.0 43200 < th dose independent rect. 5 8