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Os03g0785500

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

Description : Protein of unknown function DUF284, transmembrane eukaryotic family protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 10.1 (0.0118) R2 : 0.537
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.631 (0.0293) R2dC : 0.473 R2C : 0.465
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.184 (0.0248) R2dN8 : 0.0721 R2N8 : 0.0639
σ : 0.222
deviance : 22.49
__
_____
C
peak time of C : 2.92
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 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
18.65 0.203 10.1 0.199 0.675 -0.394 -0.263 0.327 0.164 2.81 73.33 1294 -- --
18.78 0.202 10.1 0.178 0.674 -0.367 -0.227 -- 0.166 2.81 73.41 1291 -- --
18.88 0.202 10.1 0.202 0.672 -0.395 -- 0.266 0.163 2.83 73.12 1307 -- --
18.96 0.203 10.1 0.184 0.675 -0.372 -- -- 0.162 2.82 73.07 1292 -- --
25.77 0.236 10 0.148 -- -0.803 -- 0.676 0.215 -- 107.4 55 -- --
21.83 0.219 10.1 0.108 0.63 -- -0.302 -- 0.195 2.9 -- -- -- --
22.14 0.22 10.1 0.114 0.629 -- -- -- 0.196 2.92 -- -- -- --
26.67 0.241 10 0.136 -- -0.774 -- -- 0.213 -- 137.2 64 -- --
19.82 0.207 10.1 -- 0.673 -0.34 -- -- 0.143 2.79 73.18 1294 -- --
44.94 0.313 10.1 0.141 -- -- -- -- 0.213 -- -- -- -- --
22.49 0.222 10.1 -- 0.631 -- -- -- 0.184 2.92 -- -- -- --
27.15 0.243 10.1 -- -- -0.775 -- -- 0.198 -- 162.2 55 -- --
45.47 0.315 10.1 -- -- -- -- -- 0.197 -- -- -- -- --

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 18.43 humidity 80 1440 < th dose dependent rect. 11 2
14 18.59 humidity 70 1440 < th dose dependent sin 4 NA
19 18.60 humidity 70 1440 < th dose dependent rect. 17 21
45 18.65 humidity 60 1440 > th dose independent sin 4 NA
153 18.72 humidity 60 1440 < th dose independent sin 3 NA
155 18.72 humidity 70 1440 < th dose independent rect. 17 20
157 18.72 humidity 50 1440 > th dose dependent rect. 11 2
177 18.73 humidity 70 1440 < th dose dependent no NA NA
265 18.74 humidity 60 1440 > th dose independent rect. 9 7
267 18.74 humidity 60 1440 > th dose independent rect. 6 10
341 18.76 humidity 60 1440 > th dose independent rect. 15 23
361 18.78 humidity 60 1440 < th dose independent rect. 9 7
410 18.79 humidity 60 1440 > th dose independent no NA NA
449 18.79 humidity 60 1440 > th dose independent rect. 8 21
630 18.85 humidity 60 1440 < th dose independent no NA NA
859 18.89 humidity 70 720 > th dose independent rect. 16 13