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Os01g0930800

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

Description : Glycoside hydrolase, family 1 protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12 (0.0263) R2 : 0.459
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.945 (0.0684) R2dC : 0.245 R2C : 0.332
β3 : 1.03 (0.104) R2dE : 0.134 R2E : 0.197
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.152 (0.0572) R2dN8 : 0.0119 R2N8 : -0.0102
σ : 0.49
deviance : 110.59
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C
peak time of C : 20.4
E
wheather : temperature
threshold : 17.37
memory length : 967
response mode : > th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

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Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, 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
97.66 0.464 12 -0.381 0.895 1.45 -0.257 1.69 -0.181 20.3 14.77 956 -- --
99.92 0.466 12 -0.709 0.944 1.44 0.0318 -- -0.274 20.3 1.523 1030 -- --
97.72 0.46 12 -0.447 0.913 1.34 -- 1.26 -0.203 20.3 16.31 981 -- --
99.24 0.464 12 -0.7 0.903 1.32 -- -- -0.271 20.3 16.9 971 -- --
124.93 0.521 12 -0.582 -- 1.98 -- 1.25 -0.298 -- 16.5 702 -- --
130.62 0.536 12 -0.295 1.12 -- 0.168 -- -0.0302 20.9 -- -- -- --
130.72 0.535 12 -0.301 1.12 -- -- -- -0.0302 20.9 -- -- -- --
126.11 0.523 12 -0.836 -- 1.99 -- -- -0.371 -- 16.7 706 -- --
110.59 0.49 12 -- 0.945 1.03 -- -- -0.152 20.4 17.37 967 -- --
202.06 0.664 12 -0.301 -- -- -- -- -0.038 -- -- -- -- --
133.1 0.54 12 -- 1.12 -- -- -- 0.00327 20.9 -- -- -- --
142.45 0.556 12 -- -- 1.69 -- -- -0.238 -- 17.2 673 -- --
204.44 0.667 12 -- -- -- -- -- -0.00466 -- -- -- -- --

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 91.59 temperature 20 720 > th dose dependent rect. 21 14
2 91.74 temperature 20 720 > th dose dependent rect. 23 12
4 92.14 temperature 20 720 > th dose dependent sin 7 NA
6 92.64 temperature 20 720 > th dose dependent rect. 21 16
23 94.04 temperature 30 720 < th dose dependent rect. 20 16
26 94.08 temperature 30 720 < th dose dependent sin 7 NA
33 94.21 temperature 20 270 > th dose dependent rect. 23 18
58 94.60 temperature 10 720 > th dose dependent rect. 19 16
72 94.89 temperature 20 270 > th dose dependent sin 3 NA
77 95.00 temperature 30 14400 > th dose independent rect. 15 2
79 95.01 temperature 30 14400 < th dose independent rect. 15 2
114 95.47 temperature 30 14400 < th dose independent rect. 15 9
116 95.48 temperature 30 14400 < th dose independent rect. 15 7
127 95.49 temperature 30 14400 < th dose independent rect. 15 16
185 95.59 temperature 30 270 < th dose dependent rect. 5 16
278 96.23 temperature 30 270 < th dose dependent sin 1 NA
284 96.27 temperature 30 14400 < th dose independent sin 13 NA
288 96.29 temperature 30 720 < th dose dependent rect. 1 9
290 96.31 temperature 30 14400 > th dose independent sin 13 NA
339 96.73 temperature 30 270 < th dose dependent rect. 5 8
392 96.87 temperature 25 14400 > th dose dependent rect. 17 1
489 97.22 temperature 10 720 > th dose dependent rect. 12 23
604 97.58 temperature 30 270 < th dose dependent rect. 3 20
610 97.61 temperature 30 270 < th dose dependent rect. 5 12
807 98.21 temperature 30 14400 < th dose independent rect. 23 19
887 98.31 temperature 30 14400 < th dose independent no NA NA