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Os08g0392700

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

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

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

par. value (S.E.)
α : 7.92 (0.029) R2 : 0.635
β1 : 0.997 (0.107) R2dD : 0.0735 R2D : 0.0842
β2 : -- (--) R2dC : -- R2C : --
β3 : -2.7 (0.11) R2dE : 0.491 R2E : 0.544
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.365 (0.0622) R2dN8 : 0.0348 R2N8 : 0.0348
σ : 0.541
deviance : 134.83
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C
peak time of C : --
E
wheather : temperature
threshold : 35.84
memory length : 157
response mode : < th
dose dependency : dose dependent
G
type of G : sin
peak or start time of G : 21.6
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
110.19 0.493 7.99 0.682 1.15 -2.25 0.261 2.71 0.172 0.229 29.64 90 23.5 --
122.75 0.516 7.96 0.924 1.09 -2.31 0.23 -- 0.23 0.107 28.9 113 23.3 --
110.36 0.489 7.99 0.669 1.19 -2.21 -- 2.78 0.172 0.0585 29.3 90 23.6 --
121.21 0.513 7.97 0.902 1.02 -2.14 -- -- 0.229 22.6 26.64 226 23.6 --
130.17 0.531 7.95 0.804 -- -2.52 -- 1.9 0.264 -- 33.69 303 23.3 --
166.48 0.605 7.91 1.26 1.56 -- -1.18 -- 0.555 20.9 -- -- -- --
171.08 0.613 7.91 1.29 1.56 -- -- -- 0.554 21.1 -- -- -- --
134.83 0.541 7.92 0.997 -- -2.7 -- -- 0.365 -- 35.84 157 21.6 --
141.21 0.553 8 -- 0.956 -2.49 -- -- 0.0813 23.1 26.68 224 23.6 --
312.05 0.825 7.87 1.3 -- -- -- -- 0.545 -- -- -- -- --
215.26 0.686 7.95 -- 1.56 -- -- -- 0.41 21.1 -- -- -- --
158.32 0.586 7.97 -- -- -2.92 -- -- 0.126 -- 30.85 370 23.7 --
356.51 0.881 7.9 -- -- -- -- -- 0.401 -- -- -- -- --

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
1 109.84 temperature 25 270 < th dose dependent rect. 23 12
2 110.71 temperature 30 90 < th dose dependent sin 5 NA
9 112.04 temperature 25 270 < th dose dependent rect. 23 14
38 115.71 temperature 15 270 > th dose dependent sin 7 NA
56 117.06 temperature 20 270 > th dose dependent rect. 23 12
127 121.01 temperature 30 720 < th dose dependent rect. 22 8
142 121.77 temperature 20 270 < th dose independent rect. 23 12
182 123.22 temperature 20 270 < th dose independent sin 7 NA
196 123.62 temperature 20 720 < th dose independent rect. 22 5
238 124.86 temperature 20 720 < th dose independent rect. 23 3
268 125.77 temperature 20 270 > th dose independent rect. 22 13
294 126.08 temperature 20 270 > th dose independent sin 6 NA
304 126.25 temperature 25 720 < th dose dependent sin 11 NA
334 126.67 temperature 20 720 > th dose independent rect. 22 5
336 126.68 temperature 30 10 < th dose dependent rect. 24 12
346 126.87 temperature 30 10 < th dose dependent rect. 24 14
368 127.17 temperature 15 720 > th dose dependent rect. 22 6
379 127.33 temperature 15 720 > th dose dependent rect. 23 4
680 130.49 temperature 30 10 < th dose dependent rect. 24 17
815 131.37 temperature 25 90 < th dose independent rect. 3 10
823 131.42 temperature 25 270 < th dose dependent no NA NA
873 131.70 temperature 20 10 > th dose dependent rect. 23 13
932 132.08 temperature 30 720 < th dose dependent rect. 3 3
949 132.24 temperature 25 90 < th dose independent rect. 3 12