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Os02g0761000

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

Description : Similar to Transcription factor MADS55.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 12.7 (0.0115) R2 : 0.514
β1 : -- (--) R2dD : -- R2D : --
β2 : 0.61 (0.0285) R2dC : 0.487 R2C : 0.486
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.108 (0.0242) R2dN8 : 0.0276 R2N8 : 0.0264
σ : 0.217
deviance : 21.51
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C
peak time of C : 2.83
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
16.25 0.189 12.7 -0.0483 0.658 -0.445 -0.102 -0.124 0.0871 2.83 85.02 1364 -- --
16.27 0.188 12.7 -0.041 0.659 -0.453 -0.115 -- 0.0889 2.83 85.13 1356 -- --
16.29 0.188 12.7 -0.0485 0.658 -0.447 -- -0.143 0.0877 2.81 85.2 1364 -- --
16.31 0.188 12.7 -0.0343 0.656 -0.456 -- -- 0.0896 2.81 85 1364 -- --
23.78 0.227 12.7 -0.0665 -- -0.816 -- 0.469 0.115 -- 98.24 120 -- --
21.14 0.216 12.7 -0.0994 0.613 -- -0.2 -- 0.0967 2.87 -- -- -- --
21.27 0.216 12.7 -0.0947 0.612 -- -- -- 0.0979 2.83 -- -- -- --
24.13 0.229 12.7 -0.0726 -- -0.791 -- -- 0.114 -- 122.7 111 -- --
16.34 0.188 12.7 -- 0.656 -0.456 -- -- 0.0916 2.81 85 1360 -- --
42.94 0.306 12.7 -0.0686 -- -- -- -- 0.114 -- -- -- -- --
21.51 0.217 12.7 -- 0.61 -- -- -- 0.108 2.83 -- -- -- --
24.27 0.229 12.7 -- -- -0.79 -- -- 0.122 -- 134.6 111 -- --
43.06 0.306 12.7 -- -- -- -- -- 0.121 -- -- -- -- --

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 15.96 humidity 80 1440 < th dose independent rect. 7 14
2 15.99 humidity 80 1440 > th dose independent rect. 7 14
20 16.12 humidity 50 1440 > th dose dependent rect. 10 11
33 16.16 humidity 90 1440 < th dose dependent rect. 10 11
37 16.17 humidity 50 1440 > th dose dependent rect. 15 6
51 16.19 humidity 50 1440 > th dose dependent sin 20 NA
52 16.19 humidity 90 1440 < th dose dependent rect. 15 6
70 16.21 humidity 90 1440 < th dose dependent sin 19 NA
98 16.24 humidity 80 1440 > th dose independent sin 23 NA
99 16.24 humidity 80 1440 < th dose independent sin 23 NA
131 16.26 humidity 80 1440 < th dose dependent sin 16 NA
214 16.30 humidity 80 1440 < th dose dependent rect. 14 19
233 16.31 humidity 80 1440 < th dose dependent rect. 15 17
309 16.34 humidity 80 1440 < th dose dependent rect. 11 21
532 16.43 humidity 80 1440 < th dose dependent no NA NA
862 16.54 humidity 80 1440 < th dose independent rect. 7 8
963 16.59 humidity 50 1440 > th dose dependent no NA NA