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Os03g0722400

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

Description : Similar to DOMINO B.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 8.4 (0.0329) R2 : 0.737
β1 : 0.874 (0.121) R2dD : 0.0315 R2D : 0.0411
β2 : 3.22 (0.0951) R2dC : 0.926 R2C : 0.34
β3 : 2.66 (0.133) R2dE : 0.331 R2E : -0.267
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.382 (0.0706) R2dN8 : 0.0232 R2N8 : 0.00408
σ : 0.61
deviance : 171.58
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C
peak time of C : 21.2
E
wheather : temperature
threshold : 19.2
memory length : 159
response mode : > th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 20.1
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 = sin)

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
171.87 0.616 8.39 0.918 3.24 2.63 0.338 0.303 -0.368 21.1 19.53 121 19.8 --
171.45 0.61 8.39 0.866 3.23 2.71 0.229 -- -0.384 21.2 19.09 158 20 --
171.86 0.611 8.38 0.9 3.26 2.66 -- 0.298 -0.352 21.2 19.03 151 20 --
171.58 0.61 8.4 0.874 3.22 2.66 -- -- -0.382 21.2 19.2 159 20.1 --
221.15 0.693 8.28 0.9 -- 3.32 -- -0.663 -0.294 -- -7.431 881 18.3 --
243.52 0.732 8.32 1.3 2.6 -- 0.182 -- -0.115 19.4 -- -- -- --
243.61 0.731 8.31 1.29 2.61 -- -- -- -0.115 19.4 -- -- -- --
219.62 0.69 8.29 0.887 -- 3.37 -- -- -0.324 -- -19.89 1035 19.6 --
190.83 0.643 8.4 -- 3.27 2.77 -- -- -0.458 21.2 19.13 176 20.4 --
605 1.15 8.25 1.25 -- -- -- -- -0.158 -- -- -- -- --
287.54 0.793 8.35 -- 2.59 -- -- -- -0.259 19.4 -- -- -- --
238.58 0.719 8.32 -- -- 3.58 -- -- -0.471 -- -16.01 1085 20.1 --
646.12 1.19 8.29 -- -- -- -- -- -0.296 -- -- -- -- --

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
1 169.90 temperature 30 270 < th dose dependent rect. 3 13
8 173.35 temperature 20 90 > th dose dependent sin 1 NA
12 174.14 temperature 25 270 > th dose dependent sin 6 NA
30 176.47 temperature 30 270 < th dose dependent sin 3 NA
39 177.14 temperature 30 90 < th dose dependent rect. 6 11
41 177.22 temperature 25 270 > th dose dependent rect. 1 11
43 177.38 temperature 25 270 > th dose dependent rect. 6 6
50 177.70 temperature 30 90 < th dose dependent rect. 6 13
61 178.37 temperature 30 90 < th dose dependent sin 0 NA
134 181.23 temperature 20 10 > th dose dependent rect. 9 12
177 182.75 temperature 25 270 > th dose dependent rect. 17 21
211 183.53 temperature 30 720 < th dose dependent rect. 4 7
234 184.05 temperature 25 10 > th dose dependent rect. 9 20
287 184.76 temperature 30 720 < th dose dependent rect. 5 4
369 185.93 temperature 25 270 < th dose independent rect. 3 10
411 186.65 temperature 25 720 > th dose independent rect. 7 4
463 187.45 temperature 25 270 < th dose independent rect. 3 16
501 187.90 temperature 25 270 > th dose independent sin 2 NA
674 189.82 temperature 25 270 < th dose independent sin 2 NA
745 190.53 temperature 25 10 > th dose dependent rect. 4 18
890 191.31 temperature 25 10 > th dose dependent no NA NA
953 191.64 temperature 30 10 < th dose dependent rect. 6 6