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Os09g0553600

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

Description : Similar to NADC homolog.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.83 (0.0299) R2 : 0.531
β1 : -1.13 (0.11) R2dD : 0.114 R2D : -0.00456
β2 : 1.16 (0.0754) R2dC : 0.244 R2C : 0.202
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.902 (0.0639) R2dN8 : 0.275 R2N8 : 0.165
σ : 0.563
deviance : 144.33
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_____
C
peak time of C : 15.6
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
125.49 0.526 7.86 -1.07 1.11 0.969 0.207 1.27 -1.01 15.6 70.8 4570 -- --
127.28 0.525 7.86 -1.1 1.09 1.11 0.295 -- -1.01 15.6 69.9 4573 -- --
125.62 0.522 7.86 -1.06 1.11 0.964 -- 1.31 -1.01 15.6 70.86 4570 -- --
125.82 0.522 7.88 -1.01 1.14 1.04 -- -- -1.11 15.5 71 7383 -- --
165.9 0.603 7.83 -1.24 -- 0.727 -- 0.0486 -0.939 -- 74 4721 -- --
144.23 0.563 7.83 -1.14 1.16 -- 0.18 -- -0.903 15.6 -- -- -- --
144.33 0.563 7.83 -1.13 1.16 -- -- -- -0.902 15.6 -- -- -- --
165.91 0.603 7.83 -1.24 -- 0.727 -- -- -0.939 -- 74 4721 -- --
153.05 0.576 7.87 -- 1.15 1.19 -- -- -1.07 15.6 71 7375 -- --
219.48 0.692 7.83 -1.18 -- -- -- -- -0.933 -- -- -- -- --
178.11 0.624 7.8 -- 1.18 -- -- -- -0.776 15.6 -- -- -- --
206.35 0.671 7.8 -- -- 0.701 -- -- -0.802 -- 73 4703 -- --
256.26 0.747 7.8 -- -- -- -- -- -0.802 -- -- -- -- --

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
1 122.02 temperature 25 30 > th dose dependent rect. 18 14
7 124.05 humidity 80 4320 > th dose independent rect. 9 1
8 124.38 temperature 25 90 > th dose independent rect. 17 15
10 124.42 humidity 80 4320 < th dose independent rect. 8 3
11 124.44 humidity 80 4320 > th dose independent rect. 8 3
12 124.67 humidity 60 4320 > th dose dependent rect. 10 2
13 124.78 humidity 80 4320 < th dose independent rect. 9 1
18 124.92 humidity 60 14400 < th dose independent rect. 10 4
23 125.06 humidity 70 14400 > th dose independent rect. 20 14
26 125.11 humidity 60 14400 < th dose independent rect. 17 21
27 125.15 humidity 80 4320 < th dose dependent rect. 11 1
28 125.16 humidity 70 14400 > th dose independent rect. 3 7
35 125.18 humidity 70 14400 > th dose independent rect. 23 11
43 125.22 humidity 70 4320 > th dose dependent rect. 6 5
44 125.22 humidity 60 4320 > th dose dependent rect. 5 7
50 125.34 humidity 60 14400 < th dose independent rect. 7 7
64 125.35 humidity 80 4320 < th dose independent rect. 18 18
72 125.45 humidity 80 4320 > th dose independent rect. 18 18
89 125.58 humidity 70 4320 < th dose independent rect. 7 10
116 125.70 wind 1 14400 < th dose independent rect. 2 6
124 125.73 humidity 70 14400 < th dose independent rect. 20 14
140 125.77 humidity 90 4320 < th dose dependent rect. 20 18
181 125.88 humidity 90 4320 < th dose dependent rect. 9 5
183 125.90 wind 1 14400 > th dose independent rect. 2 6
186 125.91 humidity 60 14400 > th dose independent rect. 16 22
223 126.03 humidity 70 4320 < th dose independent sin 3 NA
231 126.04 humidity 90 4320 < th dose dependent rect. 5 9
239 126.06 humidity 70 4320 > th dose independent rect. 3 11
251 126.08 humidity 70 4320 > th dose independent rect. 23 15
257 126.09 humidity 70 4320 > th dose independent sin 3 NA
263 126.10 humidity 70 4320 > th dose independent rect. 7 10
264 126.10 humidity 70 4320 > th dose independent rect. 3 14
274 126.11 humidity 70 4320 > th dose independent rect. 23 18
292 126.12 humidity 50 4320 > th dose dependent sin 4 NA
321 126.18 humidity 60 14400 < th dose independent rect. 10 23
346 126.22 humidity 70 4320 < th dose independent rect. 16 1
418 126.27 humidity 60 14400 > th dose independent rect. 10 23
456 126.29 humidity 90 4320 < th dose dependent sin 4 NA
489 126.34 wind 1 14400 < th dose independent rect. 4 4
537 126.39 humidity 60 14400 < th dose dependent sin 14 NA
554 126.41 humidity 60 14400 > th dose independent rect. 10 12
556 126.41 humidity 60 14400 > th dose independent rect. 10 14
587 126.43 humidity 90 4320 < th dose independent rect. 7 1
675 126.49 humidity 60 14400 < th dose independent no NA NA
747 126.52 humidity 60 14400 < th dose dependent rect. 12 8
764 126.53 humidity 60 14400 < th dose dependent rect. 13 1
885 126.57 humidity 60 14400 > th dose independent rect. 23 23
888 126.58 humidity 60 14400 > th dose independent no NA NA
889 126.58 temperature 30 1440 > th dose independent rect. 13 1
913 126.58 wind 1 14400 < th dose dependent rect. 2 1