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Os10g0542200

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

Description : Ubiquitin domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.1 (0.0109) R2 : 0.0763
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.14 (0.0229) R2dN8 : 0.0986 R2N8 : 0.0763
σ : 0.205
deviance : 19.22
__
_____
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
12.3 0.165 12.1 0.153 0.277 -0.453 0.092 0.208 0.181 6.47 76.72 1407 -- --
12.35 0.164 12.1 0.132 0.279 -0.443 0.0975 -- 0.176 6.43 76.56 1402 -- --
12.32 0.163 12.1 0.155 0.277 -0.452 -- 0.216 0.181 6.47 76.68 1408 -- --
12.23 0.163 12.1 0.144 0.28 -0.426 -- -- 0.184 5.56 75.66 1236 -- --
12.94 0.168 12.1 0.136 -- -0.372 -- -0.0191 0.163 -- 75.87 643 -- --
15.35 0.184 12.1 0.0962 0.262 -- 0.0676 -- 0.147 6.57 -- -- -- --
15.36 0.184 12.1 0.0972 0.262 -- -- -- 0.147 6.55 -- -- -- --
12.94 0.168 12.1 0.136 -- -0.374 -- -- 0.163 -- 75.8 643 -- --
12.78 0.167 12.1 -- 0.28 -0.408 -- -- 0.172 5.51 76 1229 -- --
18.93 0.203 12.1 0.104 -- -- -- -- 0.152 -- -- -- -- --
15.61 0.185 12.1 -- 0.263 -- -- -- 0.136 6.53 -- -- -- --
13.43 0.171 12.1 -- -- -0.364 -- -- 0.148 -- 75.35 636 -- --
19.22 0.205 12.1 -- -- -- -- -- 0.14 -- -- -- -- --

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 12.02 temperature 20 1440 > th dose dependent rect. 15 1
2 12.08 temperature 10 1440 > th dose dependent rect. 15 1
7 12.15 temperature 30 1440 < th dose dependent rect. 15 1
22 12.22 humidity 80 1440 < th dose independent rect. 10 10
23 12.22 humidity 80 1440 > th dose independent rect. 10 11
33 12.25 humidity 90 1440 < th dose dependent rect. 15 1
38 12.26 humidity 70 1440 > th dose dependent rect. 10 10
40 12.27 temperature 25 270 > th dose independent rect. 9 9
41 12.27 humidity 50 1440 > th dose dependent rect. 15 1
61 12.31 humidity 50 1440 > th dose dependent rect. 14 6
62 12.31 humidity 90 1440 < th dose dependent rect. 14 6
64 12.32 humidity 80 1440 < th dose independent rect. 10 7
94 12.34 temperature 20 270 > th dose dependent rect. 8 10
109 12.36 humidity 70 1440 > th dose independent rect. 14 2
198 12.42 humidity 80 1440 < th dose independent sin 21 NA
284 12.46 humidity 90 1440 < th dose dependent rect. 12 15
323 12.48 humidity 50 1440 > th dose dependent sin 18 NA
324 12.48 humidity 90 1440 < th dose dependent sin 18 NA
350 12.49 humidity 80 1440 > th dose independent sin 21 NA
353 12.49 humidity 70 1440 > th dose independent rect. 13 5
391 12.50 humidity 70 1440 > th dose dependent sin 20 NA
412 12.51 humidity 80 1440 < th dose independent rect. 10 22
566 12.56 humidity 70 1440 < th dose independent rect. 14 2
647 12.59 radiation 10 1440 < th dose independent sin 12 NA
660 12.59 temperature 20 720 > th dose dependent rect. 3 15
755 12.62 temperature 25 1440 > th dose independent rect. 14 5
835 12.64 radiation 10 1440 < th dose independent rect. 15 17
844 12.64 radiation 1 1440 < th dose dependent sin 15 NA
866 12.65 temperature 25 1440 > th dose independent rect. 15 3
873 12.65 radiation 10 1440 < th dose independent rect. 15 20
921 12.66 temperature 20 720 > th dose dependent sin 1 NA
935 12.66 radiation 1 1440 < th dose dependent rect. 14 11
944 12.67 temperature 25 1440 < th dose independent rect. 14 5
981 12.67 radiation 30 1440 < th dose dependent rect. 18 8