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Os04g0489400

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

Description : Hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 11.4 (0.0154) R2 : 0.0613
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.177 (0.0325) R2dN8 : 0.0792 R2N8 : 0.0613
σ : 0.291
deviance : 38.75
__
_____
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 = 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
32.27 0.267 11.4 -0.128 0.213 0.305 -0.0427 0.995 0.121 17.4 64 4502 -- --
33.19 0.268 11.5 -0.104 0.222 0.312 -0.114 -- 0.0853 17.4 64.01 3330 -- --
32.24 0.264 11.4 -0.133 0.227 0.298 -- 0.973 0.127 17.5 64.12 4657 -- --
33.08 0.268 11.5 -0.144 0.246 0.32 -- -- 0.0889 17.6 65 3341 -- --
34.42 0.273 11.5 -0.125 -- 0.333 -- 0.794 0.0918 -- 64.07 4155 -- --
35.69 0.28 11.4 -0.152 0.214 -- -0.0395 -- 0.165 17.4 -- -- -- --
35.7 0.28 11.4 -0.152 0.214 -- -- -- 0.165 17.4 -- -- -- --
35.12 0.276 11.5 -0.167 -- 0.401 -- -- 0.054 -- 64.7 4080 -- --
33.62 0.27 11.5 -- 0.242 0.33 -- -- 0.106 17.7 65.59 3330 -- --
38.08 0.288 11.4 -0.159 -- -- -- -- 0.16 -- -- -- -- --
36.3 0.282 11.4 -- 0.217 -- -- -- 0.182 17.4 -- -- -- --
34.95 0.275 11.4 -- -- 0.319 -- -- 0.214 -- 74 1260 -- --
38.75 0.291 11.4 -- -- -- -- -- 0.177 -- -- -- -- --

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 30.09 wind 3.0 14400 < th dose dependent rect. 4 2
4 30.41 wind 3.0 14400 < th dose dependent rect. 22 8
8 30.47 wind 3.0 14400 < th dose dependent rect. 1 5
20 30.58 temperature 20.0 10 > th dose independent rect. 9 19
29 30.67 temperature 20.0 90 > th dose independent rect. 21 7
41 30.76 wind 1.0 14400 > th dose independent rect. 4 3
42 30.76 temperature 20.0 10 > th dose independent rect. 21 7
63 30.84 wind 1.0 14400 > th dose dependent rect. 5 1
86 30.90 wind 3.0 14400 < th dose dependent rect. 23 2
93 30.93 wind 1.0 14400 < th dose independent rect. 4 3
125 31.00 wind 3.0 14400 < th dose dependent sin 8 NA
130 31.01 wind 3.0 14400 < th dose independent rect. 22 9
142 31.02 wind 1.0 14400 > th dose dependent rect. 22 8
168 31.06 wind 1.0 14400 > th dose independent rect. 1 6
212 31.10 wind 3.0 14400 < th dose independent rect. 5 1
215 31.10 wind 1.0 14400 > th dose dependent rect. 1 5
233 31.12 wind 3.0 14400 < th dose independent rect. 3 6
247 31.13 wind 3.0 14400 > th dose independent rect. 21 10
312 31.18 wind 3.0 14400 > th dose independent rect. 5 1
323 31.18 temperature 10.0 270 > th dose dependent rect. 21 14
367 31.22 temperature 20.0 90 > th dose independent rect. 21 16
442 31.27 wind 1.0 43200 < th dose dependent rect. 12 1
448 31.28 wind 3.0 14400 < th dose independent sin 8 NA
568 31.37 humidity 70.0 1440 > th dose dependent rect. 11 1
577 31.38 wind 3.0 14400 > th dose independent sin 8 NA
578 31.38 wind 3.0 14400 < th dose independent rect. 24 2
614 31.40 precipitation 0.1 14400 < th dose independent rect. 14 2
622 31.40 precipitation 0.1 14400 < th dose dependent rect. 14 2
674 31.44 precipitation 0.1 14400 > th dose independent rect. 14 2
680 31.44 wind 1.0 14400 > th dose dependent sin 8 NA
681 31.44 precipitation 0.1 14400 > th dose dependent rect. 14 2
793 31.52 temperature 20.0 10 > th dose independent rect. 22 16
818 31.54 wind 3.0 14400 > th dose independent rect. 24 2
855 31.56 temperature 10.0 10 > th dose dependent rect. 9 19
928 31.62 wind 1.0 14400 > th dose dependent rect. 1 1